tag:blogger.com,1999:blog-28484790717007944902024-03-05T04:29:37.317-06:00The Awesome Science of ChinonomicsOk, it's a made up name, and it's really not a kind of Science, but it's still awesome.The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.comBlogger66125tag:blogger.com,1999:blog-2848479071700794490.post-15334123183450338582023-03-04T16:27:00.000-06:002023-03-04T16:27:18.956-06:00Fear is Good<p>Gordon Gekko famously quipped “<i><a href="https://www.youtube.com/watch?v=PF_iorX_MAw" target="_blank">greed is good</a></i>” in his iconic Wall Street 80's movie. The phrase came in the middle of an era of deregulation and liberalization. A phase where "shoot for the fences" was the name of the game. Financial markets then became more of a cumulative distillation of the collective psychological state of its participants. And now, just as then, greed-dominated markets engender euphoria, happiness and (even if only fleeting and paper-based) great wealth. Fear-induced markets are the mirror image of the former, degenerating into panics, wealth destruction and (in some tragic cases) even <a href="https://www.cnn.com/2020/06/19/business/robinhood-suicide-alex-kearns/index.html" target="_blank">death</a>. </p><p>Fear is connected to the negative. It’s why policemen shoot first and find out later. It's how some autocrats gain power over a very fearful electorate. Why politics have become so toxic as of late, and why the youngest generation these days is <a href="https://www.bloomberg.com/opinion/articles/2023-02-16/cdc-report-on-teen-mental-health-sadness-in-girls-is-a-red-alert#xj4y7vzkg" target="_blank">despairing and gloomy</a> (where 60% of them "experience persistent feelings of sadness or hopelessness"). </p><p>But I am here to tell you that fear is much more than a febrile state of alertness that makes us do stupid shit. I'm here to tell you that fear, in fact,<b> is good</b>.</p><p>Every time I wake up before dawn to prepare for my workout and get annoyed by my parakeet pets rattling and makings noises is a reminder of how good fear is. Their fear (manifested as skittishness) is one of the key attributes that has kept these micro dinosaurs alive and very much non extinct. </p><p>Fear is the reason Africa is the only continent that still has megafauna, like rhinos, giraffes, hippos and elephants. They survived because they evolved alongside man and learned to fear him. Megafauna in other continents, like the south American <a href="https://en.wikipedia.org/wiki/Megatherium" target="_blank">Megatherium</a>, the <a href="https://www.science.org/content/article/why-did-new-zealands-moas-go-extinct#:~:text=For%20millions%20of%20years%2C%20nine,ago%2C%20they%20abruptly%20went%20extinct." target="_blank">Moa</a> of New Zealand, didn't get a chance to learn to fear man, and were exterminated as a result. </p><p>But for fear to be good, it must trigger a reaction and prompt us to be prepared against said threat. The parakeets instinctively know this (that’s a trait that survived over eons) and prepare to flee upon the minor sign of a threat (cage not withstanding). But to let that fear marinate in your head, paralyzing you into inaction and robbing you of the will to prepare, is to become the Moa upon the arrival of mankind in your shores. It's not gonna end well. </p><p>How many times have you been awake at night fretting about that one issue the following day, only to find out that the monster you made that obstacle to be one night before turns out to be a mundane blip you solved with a little bit of common sense? How many times have you felt <i>relieved </i>to find out the dreaded outcome you feared turns out to be something you're able to handle? We tend to discount our capabilities as adaptable animals when facing hardship. We all descend from a long line of peoples who faced daunting odds (and came out on top). There's a reason why we thrive on adversity. Why our growth only occurs when challenged. Why we despair and feel lost when things get too comfortable and predicable. Why sometimes we even <i>need </i>a nemesis to thrive. </p><p>It is in our nature to react against adversity, and to grow from it. </p><p>Fear is nothing more than an alert mechanism. Not a prophecy that something bad <i>will </i>happen. It’s an opportunity to be proactive and to prepare <i>when the threat is not yet here</i>; a chance to war game unwanted outcomes, and to train yourself so that <i>if</i> in fact said threat materializes, you’ll come out on top.</p><p>So the next time you're dreading a potentially unwanted outcome, and fear suffuses your soul, embrace it, and turn it into an opportunity to prepare to face that outcome. I assure you: you'll grow from it. </p><p><br /></p><p><br /></p><p><br /></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-53667430178732998052022-08-26T19:44:00.001-05:002022-08-27T12:59:07.129-05:00Every Coin Has Two Sides<p>It's practically impossible to avoid the news of ecological crises (plural) these days. I'm not talking about Russia <a href="https://nypost.com/2022/07/27/russia-cuts-gas-flows-again-as-europe-urges-energy-saving/">strangling Europe </a>this winter by cutting gas flows. That will be a politically-made crisis. I'm talking about the epochal droughts afflicting the entire planet. You know it's bad when river flows in Europe are so low that the Rhine <a href="https://gcaptain.com/rhine-river-shrinks-further-halting-some-barges/">can't sustain </a>commercial traffic; when the Tiber water levels in Rome are so low that the foundations of Roman bridges from the times of Nero are exposed. </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjUjBeFTUR1ufdKyP7SAoShA2bXeAx895Urso-ToSpwrYdpxjnH9F_QHKPKUPWjpX-JmWptkKPImNztHIAX9TCyCw82eiU9Qa1ZMHXRRpTHEWiA9SHuM_ABvX7zV5_x589kX1eEVCRw0GpkCtaTpL3zUZrXztwVpWanFzEy7MXvGeUSecYbp2c3tEMM/s2200/Capture.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1467" data-original-width="2200" height="213" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjUjBeFTUR1ufdKyP7SAoShA2bXeAx895Urso-ToSpwrYdpxjnH9F_QHKPKUPWjpX-JmWptkKPImNztHIAX9TCyCw82eiU9Qa1ZMHXRRpTHEWiA9SHuM_ABvX7zV5_x589kX1eEVCRw0GpkCtaTpL3zUZrXztwVpWanFzEy7MXvGeUSecYbp2c3tEMM/s320/Capture.jpg" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="background-color: white;"><span style="color: #666666;"><span class="info-caption__3771787e" face="BWHaasGrotesk-55Roman-Web, Helvetica, Arial, sans-serif" style="border: 0px; font-size: 14px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; line-height: inherit; margin: 0px 5px 0px 0px; padding: 0px; text-align: start; vertical-align: baseline;">Resurfaced remains of a bridge in Rome’s River Tiber, in July.</span><span class="info-credit__1f6a3d99" face="BWHaasGrotesk-55Roman-Web, Helvetica, Arial, sans-serif" style="border: 0px; font-size: 14px; font-stretch: inherit; font-style: italic; font-variant-east-asian: inherit; font-variant-numeric: inherit; line-height: inherit; margin: 0px; padding: 0px; text-align: start; vertical-align: baseline;">Photographer: Alessia Pierdomenico/Bloomberg</span></span></span></td></tr></tbody></table><br />But you know it's <i>next level </i>bad when the literal "hunger stone" appears in the Czech Republic --an inscription from 1619 at the bottom of the Elbe river that says <i>"<a href="https://news.yahoo.com/see-cry-drought-reveals-hunger-150038537.html" target="_blank">If you see me, then weep</a>"</i><div><i><br /></i></div><div><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjAFrmqg4uBIJBcdWdcFQItL3EuHg2tGb7QD4IU_0KoPI5U-rHknwrVsHAOAbyoUqOTOSfkydLY24NAIUq-QWGyIIRcgZsmvOkdtq8g4YoXXgBEaZCCbUWC7bNB_JTFOBr5No0lNQFxrnBRMQ1dIMmcFSjigTsj3J28-rsfu1bzwfSDGyxPrPgRPAPj/s705/Capture.webp" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="529" data-original-width="705" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjAFrmqg4uBIJBcdWdcFQItL3EuHg2tGb7QD4IU_0KoPI5U-rHknwrVsHAOAbyoUqOTOSfkydLY24NAIUq-QWGyIIRcgZsmvOkdtq8g4YoXXgBEaZCCbUWC7bNB_JTFOBr5No0lNQFxrnBRMQ1dIMmcFSjigTsj3J28-rsfu1bzwfSDGyxPrPgRPAPj/s320/Capture.webp" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><figure class="caas-figure" style="background-color: white; font-family: "Yahoo Sans", YahooSans, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 13px; margin: 0px 0px 1em; text-align: start;"><div class="caption-wrapper caption-aligned-with-image"><figcaption class="caption-collapse" data-id="m-0" style="font-size: 1em; line-height: 1.5; margin: 5px 0px;"><span style="color: #666666;">Hunger stone on the Elbe in Decin, Czech Republic (AFP/Getty)</span></figcaption></div></figure></td></tr></tbody></table>I wish it was only Europe. The Western US is going through the worst drought in 1200 years. The Colorado River system (biggest system in the US) is at <a href="https://www.usbr.gov/lc/region/g4000/weekly.pdf" target="_blank">34% total capacity</a>. Lake Powell's at 26%; Lake Mead at 28%. Lake Mead (the one held by the Hoover Dam) is 42 feet of depth from being unable to produce >2000 Megawatts of electricity through its generators, and close to being declared a "dead pool" (at which point it can no longer run downstream). Northern Mexico is suffering too. People are skipping showers in Monterrey in the middle of <a href="https://abcnews.go.com/International/wireStory/drought-northern-mexico-threatening-livelihoods-86966904" target="_blank">water restrictions</a> there right now. </div><div><br /></div><div>At some point, the terraforming of an entire planet into a <a href="https://thechinonomist.blogspot.com/2019/04/the-human-super-weapon.html" target="_blank">global farm </a>for human consumption, with a third-world backyard where a dwindling presence of wildlife gets harassed by first world's tourism, was bound to reach a breaking point.</div><div><blockquote class="twitter-tweet"><p dir="ltr" lang="in">Huu ni utalii au usumbufu wa wanyamapori?? <a href="https://t.co/6D7buScNFB">pic.twitter.com/6D7buScNFB</a></p>— Sir. Kasale M Mwaana (@KasaleMwaana) <a href="https://twitter.com/KasaleMwaana/status/1556260231503544320?ref_src=twsrc%5Etfw">August 7, 2022</a></blockquote></div><div><br /></div><div>Is it time to panic? Are we finally in the planet's final throes?</div><div><br /></div><div>Reality is created by the gatekeepers of the collective narrative. They are specific information bottlenecks that control and shape the prevailing narrative that pervades the global imagination. We humans are <a href="https://thechinonomist.blogspot.com/2020/08/paradigm-busting-times.html" target="_blank">incurable suckers</a> for a well-woven narrative. I've argued in the past that the <a href="https://thechinonomist.blogspot.com/2018/12/emotional-times.html" target="_blank">atomization of media </a>(where an every man's Joe can potentially become a global influencer and have the capacity to shape narratives <i>a la Joe Rogan</i>) has "democratized" those bottlenecks and created potential millions of information gatekeepers. The hyperconnected world created in this context has become a planetary village where billions of people cry at unison when Notre Dame <a href="https://en.wikipedia.org/wiki/Notre-Dame_fire" target="_blank">catches fire</a>, and one where millions are deceived into believing <a href="https://www.theatlantic.com/politics/archive/2021/06/william-barrs-trump-administration-attorney-general/619298/" target="_blank">fairly clean</a> elections are stolen. </div><div><br /></div><div>When talking about the state of the planet, the counternarrative to the facts depicting ecological collapse states that we should be aware of (even celebrate) the <a href="https://www.wired.com/story/opinion-why-degrowth-is-the-worst-idea-on-the-planet/" target="_blank">decoupling</a> of human economic growth from the actual resource consumption to produce it. After all, the aggregate levels of six common air pollutants in the US declined 77% since 1970 despite the fact that GDP grew by 285% since then. In the UK, <a href="https://ourworldindata.org/grapher/emissions-of-particulate-matter?time=1970..2016" target="_blank">particulate emissions decreased by 75%</a> between 1970 and 2016 (and main <a href="https://ourworldindata.org/grapher/air-pollutant-emissions?time=1970..2016" target="_blank">polluting chemicals by 85%</a>). The US has reduced its <u><b style="font-style: italic;">total</b> </u>CO2 emissions by <a href="https://ourworldindata.org/consumption-based-co2" target="_blank">more than 13% since 2007</a>. <a href="https://twitter.com/amcafee?lang=en" target="_blank">Andrew McAfee</a> of the MIT reminds us that the US produced 55% more crops between 1980 and 2015 <b style="font-style: italic;">while using 18% less water for irrigation, and 7% less cropland. </b>We just need to keep doing more of that elsewhere, with the help of technology and the right regulatory incentives.<b style="font-style: italic;"> </b></div><div><br /></div><div>Clearly, using dramatic imagery, like an ancient carved stone travelling from the 17th Century to inform us we should cry because we've broken the planet, or footage of terrified wildlife accosted by dozens of well-meaning millionaires who just want to re-connect with nature, are excellent vehicles to convey the predicament of the state of our planet. But facts are facts. And they should be as persuasive as (one could arguably say even more than) any other information vehicle to deliver the message: we're progressing, life standards are improving, and increasingly with a more responsible footprint. We have a shot at avoiding catastrophe.</div><div><br /></div><div>Of course, the narrative that sells its argument in the most vivid, convincing way, wins. But what's the prize, really? What is it that both sides are competing for? </div><div><br /></div><div>They're competing for human perception. <i>Which, on a geological scale, means <b>nothing</b></i>. Regardless of who wins the narrative war, Earth will go on, as George Carlin <a href="https://www.youtube.com/watch?v=uHgJKrmbYfg" target="_blank">brilliantly said</a>, with or without us puny humans. No matter how much meaning we infuse to a video of an <a href="https://www.nationalgeographic.com/science/article/polar-bear-starving-arctic-sea-ice-melt-climate-change-spd" target="_blank">emaciated polar bear</a>, the hard reality is that the planet, as a closed system, <b><i>just... is</i></b>. It does not (<i>cannot!</i>) care about <i>my</i> feelings towards that <a href="https://www.youtube.com/watch?v=4wH878t78bw" target="_blank">Costarrican sea turtle </a>with the straw on its nose. Earth might harbor the biochemical and meteorological conditions for us humans (and millions of species) to thrive in (and die), but it has no teleological purpose for us. This is independent from how special we arrogantly perceive ourselves to be. Evolution is nothing more than a gene tournament in the knockout stages played on Earth Stadium. That’s it. Earth has no dog in that fight.</div><div><br /></div><div>If we happen to shit on our drinking pool because it feels good to do so (or because our generation isn't the one to pay the price for doing it), we only have ourselves to blame.</div><div><br /></div><div>Techno-optimists like to highlight the part of the story that allows us more wiggle room to keep our resource-intensive lifestyle. Clearly, they're <i>team human</i>. Environmentalists despair about the unbalances we've brought upon on the conditions that allow us to survive (sometimes anthropomorfizing "<a href="https://en.wikipedia.org/wiki/Gaia_hypothesis" target="_blank">mother Earth</a>" in the process). Obviously, they're <i>team earth. </i>What's unintendedly perverse about this position, is that it intrinsically means (in a way) rooting <i>against </i>humans. </div><div><br /></div><div>Because, ultimately, you can't have your Earth and eat it too. </div><div><br /></div><div>In the end, both are human interpretations of the same shared reality --opposite sides of the same consciousness coin. We <i>want</i> to keep doing what we've been doing (the comforts of modern life are too damn good), but we can't keep doing it, or we'll all die. And, entitled little shits that we are, we want it both ways. So we churn out accommodating narratives that fit our wanted outcome. Physics be damned. </div><div><br /></div><div>The funny thing of it all is that, in the very, very end... we will all be dead anyway, regardless of which team you rooted for. And, funnier still, <i>that</i>, is a liberating thought. </div><div> <script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script></div>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-78066671837654979752022-04-02T12:58:00.002-05:002022-04-08T08:57:13.469-05:00Confessions of a Doomscroller<p>The more you want to get away from it, the easiest it finds you. Bad news and ominous signals have an inexorable way of powering their way to your skull. Regardless of how badly you want to get away from them. Our loss aversion makes us more attentive to bad news, because not acting on negative risk meant literally dying when we were apes. </p><p>Wanna know the saddest part of all this? This is still very much true in the year 2022. </p><p>I remember telling myself once and again when I heard nonstop reports on Russian amassing troops on the border with Ukraine before the invasion: </p><blockquote><p><i>"Enough already! This whole 'will-he/will-he-not invade' non sense is getting tiresome. Of course Putin won't invade! I'm sick of this media alarmism. I mean, the costs are massive. Ukraine is too big a country. It's not Syria. It borders NATO, for God's sake! All Putin has to do to win is retreat, don't invade, and say 'See? I told you! Biden's a warmonger. I told you all along that I was just doing some exercises in my territory. He just wants to provoke panic and confront me. I'm above that. And now I'm retreating." </i></p></blockquote><p>It would've been the greatest troll prank in history. Putin would've destroyed Biden with this high-road play. Fox News would've feasted on the Biden administration's carcass. "Inflation! Covid deaths! Deficits! Impending recession! And all Biden does is create a smoke screen trying to goad Putin into war? Impeach him already!" </p><p>Maybe that was me trying to protect my mental health. I mean, we had just had our world shattered in 2020 with a pandemic that shook us to our core. Our pre-pandemic normality vanished forever. We were left stunned at the speed with which our formerly blissful life simply was ripped apart. </p><p>This couldn't just <i>happen again</i>. I mean, a nuclear power dropping bombs in a NATO-bordering country? Who's writing this dystopian storyline, the creators or the Saw horror franchise?</p><p>Nassim Taleb had <a href="https://www.amazon.com/Black-Swan-Improbable-Robustness-Fragility/dp/081297381X" target="_blank">told us </a>that a Black Swan event (like the pandemic) is an event so rare that once it happens, it can't be followed by another Black Swan event. Or can it? We were bound for a reprieve, goddammit! We had just conquered the <a href="https://www.nytimes.com/interactive/2021/us/covid-cases.html?referrer=masthead" target="_blank">death graphs </a>of Omicron. But he <i>also </i>told us that the very definition of a Black Swan is that they come when you least expect them. Because, of course they do. </p><p>Alas. We have a tendency to believe that past events can alter future outcomes. We stupidly synthesize reality as <a href="https://thechinonomist.blogspot.com/2018/05/dont-fly-on-autopilot.html" target="_blank">a causal series of linear events</a>. Truth is, there's no fucking pattern --not linear, at least. You and I are nothing but insignificant <a href="https://thechinonomist.blogspot.com/2020/10/were-all-conservatives.html" target="_blank">ants</a> fighting chaos. Powerless. Agentless. If an aspiring political Russian ex-KGB operative eager to be friendly and cooperate with the West in <a href="https://www.nytimes.com/2022/03/26/world/europe/vladimir-putin-russia.html" target="_blank">the early 2000's</a> turns bitter <a href="https://www.cbr.com/star-wars-every-sign-anakin-turn-dark-side-jedi-ignored/" target="_blank">and goes Anakin</a> on us, you and I have nothing to do but Doomscroll to see where the next bombed Ukranian Nuclear plant happens. Not that you can do anything about it, mind you. Just so that you know with advance notice that the spark to Nuclear annihilation has been ignited.</p><p>And yes, you grasp at straws at tweets of miraculously heroic Ukranian soldiers. <a href="https://sports.yahoo.com/champion-boxer-vasiliy-lomachenko-reportedly-takes-up-arms-to-defend-ukraine-from-russia-023357744.html?guccounter=1&guce_referrer=aHR0cHM6Ly9kdWNrZHVja2dvLmNvbS8&guce_referrer_sig=AQAAABzcKN42UDo6kvNip5NIhWpbiEjLAGUv-tGSO_KhbuwLXYA9SA_-Dk4D5XEpiyJ4V_d_WyBmdpClqMX8CWuEOj7o5CFGF8sahH-gV_EJ-c5JCSADczxzf90gAmeIeoAEKU92A_8eGYsuj-ofFaHo6zhAb0gQ9TPzEKgVJLMbA0hO" target="_blank">Boxing millionaire champions </a>who take up arms. <a href="https://www.cnn.com/videos/world/2022/03/18/alexandr-dolgopolov-retired-ukrainian-tennis-ebof-intv-vpx.cnn" target="_blank">Former professional tennis players</a> taking up arms. <a href="https://www.nytimes.com/interactive/2022/03/18/magazine/ukraine-war-kyiv.html" target="_blank">School teachers, karate instructors, stage actors, bakers, IT directors, firefighters</a> joining the effort to fight invaders. <a href="https://twitter.com/jmvasquez1974" target="_blank">American veterans </a>live-tweeting their adventures fighting Russians. And then you have the <a href="https://www.reuters.com/world/europe/klitschko-brothers-take-up-arms-fight-ukraine-2022-02-25/" target="_blank">Klitschko brothers</a>. The closest thing the world has to He-Man. And Ukraine has 2 of them. </p><p>And yet, the <a href="https://www.reuters.com/news/picture/a-city-destroyed-ukraines-besieged-mariu-idUSRTS6OA2W" target="_blank">massacre of Mariupol </a>continues on. <a href="https://www.reuters.com/world/europe/eking-out-an-existence-mourning-dead-besieged-mariupol-2022-03-31/" target="_blank">Unabated</a>. Relentless. Merciless. The wipeout of an entire city goes on. Like <a href="https://www.gettyimages.com/photos/aleppo-destruction" target="_blank">Aleppo</a>. Like <a href="https://www.gettyimages.com/photos/destruction-of-grozny" target="_blank">Grozny</a>. While I am here, in the comfort of a chair. Letting my anxieties out while writing a post about how powerless and depressing it is to witness a war live on Twitter. </p><p>Like the Pandemic, this war is a reminder of the good things that you have. And how thankful you should be for everything you have. Your health. Your loved ones. Your things. It makes you remember how it could be <b style="font-style: italic; text-decoration-line: underline;">you</b> the one who's forced to suddenly pick up your dog, 3 bags of essentials, and instantaneously renounce to everything you've built your whole life in exchange for (maybe) being able to live.</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjAK66v-PJl5L5cxG0gy0mSoLdLfo1QNyoYq5-F9goK31EWrVYdwq-YqMy1MnMWfw-oNe6tMnik5nmueRWE1It1AguQ6yInta07a6jCaEyFC3Vo9dNyGPreH3WRp-KMECiUdazP_jqZHdGn5RDUF8zd8xY_I86RtwUCy111hnBqInJTUeC1Y5A9OGe5" style="margin-left: 1em; margin-right: 1em;"><img alt="This is the last photo of Max Levin, documentarian killed in Ukraine" data-original-height="720" data-original-width="1080" height="213" src="https://blogger.googleusercontent.com/img/a/AVvXsEjAK66v-PJl5L5cxG0gy0mSoLdLfo1QNyoYq5-F9goK31EWrVYdwq-YqMy1MnMWfw-oNe6tMnik5nmueRWE1It1AguQ6yInta07a6jCaEyFC3Vo9dNyGPreH3WRp-KMECiUdazP_jqZHdGn5RDUF8zd8xY_I86RtwUCy111hnBqInJTUeC1Y5A9OGe5=w320-h213" title="This is the last photo of Max Levin, documentarian killed in Ukraine" width="320" /></a></div><p>Count your blessings. Hug your loved ones. Donate and Pray for Ukraine. </p><p><br /></p><p>****</p><p><i><span style="font-size: x-small;">[The photo shown is the last photo of Max Levin, <a href="https://empr.media/news/ukraine/famous-ukrainian-documentary-filmmaker-and-photographer-max-levin-died/">documentarian killed </a>in Ukraine]</span></i></p><p></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-57017059750726200752021-12-29T13:21:00.004-06:002021-12-30T12:52:20.374-06:00Schrödinger People<p>Another cycle around our star and we're still stuck in the same rut. Still talking about dealing with uncertainty; about counting your blessings; about stopping and smelling the roses because <i>life is short </i>and it's better to appreciate the small things when a virus can snatch your life away any second should you dare step outside.</p><p>Is Omicron deadlier? More contagious? Resistant to Pfizer? To Moderna? How many mutations did you say it had? Does it evade natural immunity? But it doesn't affect your smell? Oh, the symptoms are the same as the common cold? But masks still work, right? Oh, but not cloth ones? </p><p>The noise is <a href="https://thechinonomist.blogspot.com/2020/01/dont-be-such-downer.html" target="_blank">maddening</a>. </p><p>Our hyper-mediatized, over-stimulated minds can't think of nothing other than what's in our handheld screens. And at the same time, our hyper-cynical minds won't believe those very same incessant, flickering alerts, either. Somehow our collective mind has entered a sort of <a href="https://en.wikipedia.org/wiki/Schr%C3%B6dinger%27s_cat" target="_blank">Schrödinger</a>-like, superposition state. We <b><i><u>both</u> </i></b>eat up everything that's served out by our screens, <b><u style="font-style: italic;">and</u> </b>at the same time <i>also </i>disbelief anything that comes out of them. And in the ultimate act of intellectual arrogance, we will go by what our gut tells us. Or at least, <a href="https://thechinonomist.blogspot.com/2014/03/the-battle-for-your-mind.html" target="_blank">we'd like to think so</a> (forgetting that our "gut" might just be mindlessly obeying what the hyper computers of Silicon Valley dictate). But hey, if Trump/Biden/Fauci has told us things that ended up not being true, why should I believe what I'm being told <i>this </i>time? </p><p>You know, "fool me once, shame on you. <i>Fool me twice..." </i></p><p>Who cares that reality is more complex than <a href="https://thechinonomist.blogspot.com/2018/05/dont-fly-on-autopilot.html" target="_blank">what our simple minds </a>are capable of comprehending? Who cares that <a href="https://thechinonomist.blogspot.com/2020/04/the-spitting-fog-of-uncertainty.html" target="_blank">conditions change</a> and that our leaders only have control and visibility over a very limited purview? We elect leaders to foresee the future and act decisively to protect us! We just want clear-cut measures that work, damn it! But <a href="https://www.thedailybeast.com/daily-shows-jordan-klepper-embarrasses-maskless-trump-fans-at-superspreader-rally" target="_blank">we're definitely <b><i>not </i></b>sheeple</a>. Just solve my problems for me, please. And tell me what to do... so I can then <i>not </i>do what you tell me (because <i>by God I have unalienable rights and I'm a sovereign individual!</i>)<i> </i>and claim not to trust you. I need to exercise my God-given freedom, because... something about some founding fathers would've wanted it that way. </p><p>You see, we want the cure <i>yesterday</i>. Because we deserve to be saved by the government. And when our leaders deliver it, we... don't want it. Because, my body... my... choice? No? Oh, I get it. Because it was "rushed" and it hasn't been tested <a href="https://www.bloomberg.com/graphics/covid-vaccine-tracker-global-distribution/" target="_blank">on enough billions</a> of people.</p><p>Schrödinger people, indeed.</p><p>Sometimes I think western hyper individualism can be detrimental to the building of a well-functioning society. But then again, it might just be <a href="https://www.theatlantic.com/ideas/archive/2020/10/collapsing-levels-trust-are-devastating-america/616581/" target="_blank">the</a> <a href="https://www.theatlantic.com/politics/archive/2018/02/liberalism-trump-era/553553/" target="_blank">barrage</a> <a href="https://www.international.ucla.edu/Institute/article/189336" target="_blank">of</a> <a href="https://www.theatlantic.com/magazine/archive/2021/12/the-autocrats-are-winning/620526/" target="_blank">pessimistic </a>assessments about the decay of liberalism that blanket the internet. There's hysteria about it, no doubt, and since we all drink off of the same media fountain, we all get it into our system. Narratives can be a <a href="https://thechinonomist.blogspot.com/2021/09/storytime.html" target="_blank">powerful thing</a>. We just might not realize we're just regurgitating somebody else's idea with a minor tweak, claim it as our own, and feel smart about it. We're <a href="https://thechinonomist.blogspot.com/2021/10/messi-jersey-guy.html" target="_blank">imitative animals</a> like that. </p><p>And yet. No amount of sacrifice we're making by facing this pathogen with the magic of mRNA is even remotely comparable to the sacrifices made by the generation that faced nuclear annihilation during the <a href="https://en.wikipedia.org/wiki/Cold_War" target="_blank">Cold War</a>, or the generation that braved a pandemic <a href="https://en.wikipedia.org/wiki/Spanish_flu" target="_blank">one full order of magnitude deadlier</a> at a time when science could not save the life of the son <i>of a sitting U.S. president</i> from an <a href="https://medium.com/@Anthony_Bergen/blister-the-day-calvin-coolidge-lost-his-favorite-son-and-his-passion-for-the-presidency-fe7b6b638f" target="_blank">infected toe blister</a>, and at the same time <u style="font-weight: bold;">also endured a full blown World War</u><b>.</b> But I guess there's no use in comparing our current situation with one 50 or 100 years ago. Our nature dooms us to compare ourselves with <a href="https://www.investopedia.com/recency-availability-bias-5206686" target="_blank">the immediate past</a>. If you come from a place where the biggest threat to your standard of living is <a href="https://www.washingtonpost.com/technology/2021/10/28/gmail-google-storage/" target="_blank">Google's decision</a> to limit your free Gmail's storage to 15Gb, well... I'm afraid you're going to <i>really </i>feel the pain of a pandemic that forces you to cancel vacations, stay indoors, and wear a piece of cloth on your mouth. </p><p>Oh, well. If there's any consolation about this year, it is that media's thirst for eyeballs and attention has inured us to the threat of death. The <a href="https://www.nytimes.com/2021/12/10/opinion/covid-omicron-psychology-fear.html" target="_blank">constant reminders </a>of our own fatality everywhere have made us immune to <i>the other</i> pandemic --the one that's arguably more damaging, and <i>definitely </i>more widespread and contagious: <i>the pandemic of fear</i>. By constantly being psychologically exposed to the threat of death, we've become (for good <i>and </i>bad) numb to it. Turns out "Exposure therapy" <a href="https://www.sciencedirect.com/science/article/abs/pii/S0272735808000639?casa_token=rnmWLu7aL7IAAAAA:PAL8nryyiXDa8ESXkhFnXBRTSJe7u8YR9IZtFb6PeeO6aYXeoIQry2Z0GdlD1MMtRqeNf3ubyg" target="_blank">is a thing</a>, and it can cure phobias. Worldwide media has put us through a very thorough regiment of it. So your fear of dying intubated is (sort of) cured, at the expense of seemingly everlasting emptiness. Thanks, I guess?</p><p>But how to overcome that? How to muster the motivation to look past what seems like <a href="https://thechinonomist.blogspot.com/2020/10/were-all-conservatives.html" target="_blank">interminable doom</a>? What's the point in wearing masks, getting the vaccines, boosters, quarantining yourself, when millions of <strike>idiots</strike> <i>Schrödinger people*,</i><i> </i>out of sheer spite, arrogance, ignorance (or all of that combined) won't get fucking vaccinated and continue to be the perfect living, breeding grounds for the next Covid variant?</p><p>Psychologists <a href="https://www.nytimes.com/2021/04/19/well/mind/covid-mental-health-languishing.html" target="_blank">recommend</a> finding your "flow". A special place to retreat into and disconnect (at least for a while) from it all. Yes. They're talking about escapism. Board games. Netflix binge. Videogames. Or... writing a post ranting about it all to let it all out of your chest.</p><p>Be safe, and I hope 2022 gets better. Happy New Year.</p><p>_______</p><p><span style="font-size: xx-small;">*eligible for vaccination and living in places with plenty vaccines</span> </p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-58769389614987899782021-10-17T18:57:00.004-05:002021-10-20T11:12:02.180-05:00Messi Jersey Guy<p>Today I saw a man wearing a Lionel Messi jersey. It was weird. It was not the ubiquitous <i><a href="https://www.fanatics.com/mens_nike_lionel_messi_blue_barcelona_2021_22_home_replica_player_jersey/t-25525735+o-31988044+d-0151352+f-7603263+z-9-3868952807?utm_medium=cse&_s=jellyfish_ca&sku=15546842&targetid=targetid&targetid=pla-1101119379167&msclkid=3427a83e36981650bdbec952af8f007a" target="_blank">blaugrana</a> </i>jersey that you see everywhere. No. It was the new Paris St. Germain one. It felt <i>foreign</i>. It got me thinking. How dares the emblem of Culés betray his tribe? And how cheap of that guy to jump ship from Barça to PSG just because of a player? The strangeness of seeing the PSG emblem in the same piece of clothing with the letters <b><i>Messi</i> </b>in the back hit me. We are nothing but pawns. Cheap imitators who crave for models to follow. Without them, we are lost. This whole post-modernist idea that says "<i>you're unique</i>", "<i>you're an individual</i>"<i>,</i> "<i>you're cool in your own way</i>" is complete bullsh*t. </p><p>The man wearing that jersey <i>wants to be </i>like Messi. Why else would he be willing to shell out <a href="https://www.fanatics.com/mens_nike_lionel_messi_black_paris_saint-germain_2021_22_third_vapor_match_authentic_player_jersey/t-25645871+o-08765700+d-8995362+f-1410857+z-9-2041890639?utm_medium=cse&_s=jellyfish_ca&sku=16050143&targetid=targetid&targetid=pla-1101119379236&msclkid=de13980052d415627f01f96cc94facf7" target="_blank">$200</a> to signal to the world that he's committed to emulate him? What part of Messi he wants to be, I don't know. The fame? The money? The ability to dribble past 8 opponents? <a href="https://www.bbc.com/news/world-europe-40534761" target="_blank">The tax cheat</a>? That fact is somebody told him when he was a young boy that to be like him was a worthy goal. And now he wears the jersey of the team he plays at (whatever it is). </p><p>The sad part is, we are all the Messi Jersey Guy. Every decision we make is based one way or another --consciously or not-- on an external model we want to emulate. It might be Daniel Craig's Bond showing us how cool it would be to wear an Omega...</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4iucfolH3C0ALU9mJKvnEkGwyZTI8gJBDaZeGjaocyZgrkVX_JgsBAc6DzL2law96BTTXbLNkGPOwVg32dK9CIiG4a4ZjzkEVEB9nWh95C9vOUs37GubipRQfKkRoB0UP0n3w0EoWlQI/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="490" data-original-width="736" height="213" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4iucfolH3C0ALU9mJKvnEkGwyZTI8gJBDaZeGjaocyZgrkVX_JgsBAc6DzL2law96BTTXbLNkGPOwVg32dK9CIiG4a4ZjzkEVEB9nWh95C9vOUs37GubipRQfKkRoB0UP0n3w0EoWlQI/" width="320" /></a></div><p>...or the colleague who showed up to work today on a new car and made you now <i>want </i>that very car. Or quite simply, your college classmates who wanted to go into investment banking or consulting because... well, that was the sexy thing to do, and now you want to book job interviews in the industry... because, if they want it, it must be because it's good (I suppose). </p><p>Hence, individuality does not exist. At least not in the sense peddled in western liberal democracies. Our psychological self-determination is a mirage that allows us to navigate in blissful ignorance the consumer economy. </p><p>By the time you chose that very unique name for your new baby (which you thought no one else would pick) a cascade of babies had already been named "<i>Isabella</i>", (sorry). Like you, every woman wanted to be the <a href="https://en.wikipedia.org/wiki/The_Twilight_Saga:_Eclipse" target="_blank">Twilight girl</a>. You <a href="https://en.wikipedia.org/wiki/Mimetic_theory" target="_blank">want what you want </a>because somebody else wanted it first, or else you would not know about it. This is independent from whether you know it or not. And that is totally fine, as long as you don't tramp on other people to achieve it. It is perfectly healthy to want to better yourself because you caught yourself in a competitive race with someone in your social circle who also wants to better him/herself. Constructive competitiveness is actually what placed a man on the moon after all. Kennedy competed with the Russians on the space race by unleashing the better angels of human ingenuity, and devoted the resources needed to spark the <a href="https://en.wikipedia.org/wiki/Apollo_program" target="_blank">Apollo</a> program. No zero-sum-game mentality. Trump competed with the Chinese on the AI race by <a href="https://www.forbes.com/sites/zakdoffman/2019/08/23/huawei-to-trump-if-you-want-to-stop-us-you-need-to-work-much-harder-than-this/?sh=396558585deb" target="_blank">blacklisting Huawei </a>and choking the Asia giant with tariffs, <a href="https://www.forbes.com/sites/stuartanderson/2021/05/20/trumps-tariffs-were-much-more-damaging-than-thought/?sh=2f7ac46e65bd" target="_blank">hurting the US </a>in the process. There's constructive competitiveness, and then there's destructive competitiveness. Pick Kennedy, please. </p><p>Being aware of the imitation you're performing helps you legitimate the act of bettering yourself in your own mind. It gives you agency. It allows you to own up to it, and hone in on your skills. Heck, it allows you to switch models if needed. That awareness also helps you to be more discerning about <i>where to pick those external models from</i>. I'd venture to say that going fishing for them on social media is not good. </p><p>To know that you want to be like Messi because he's the f*cking greatest helps. To know <i>that you know</i> that you are imitating the greatest is even better. But to actually embrace the zeal Messi trains with and embody his craft is what will truly deliver you what you are after. </p><p>And for that, you don't need to parade with a PSG Messi jersey telling the world you paid $200 for a t-shirt. </p><p> </p><p></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com1tag:blogger.com,1999:blog-2848479071700794490.post-79556934936384790492021-09-04T08:04:00.004-05:002021-11-13T10:26:59.378-06:00Storytime<p>We're instinctive animals. We act in accordance to what we feel: anger, happiness, compassion, pain. Your body is an evolution-optimized <a href="https://thechinonomist.blogspot.com/2014/03/the-battle-for-your-mind.html" target="_blank">"soft machine"</a> whose actions can be traced and explained by specific emotions. </p><p>You are cold? You get a blanket. The pain your nerves communicate to your brain prompts you to act and look for warmth. You're angry because somebody flipped you off on your commute to work? Your return the gesture, or even escalate by cutting him/her off at the first chance. </p><p>Emotion begets actions. We are slaves to the whims of our feelings. Entire religions and <a href="https://en.wikipedia.org/wiki/Buddhism" target="_blank">eastern traditions</a> are built around the concept of achieving control over what we feel and emote.<a href="https://www.nobelprize.org/prizes/economic-sciences/2017/thaler/facts/" target="_blank"> Nobel prizes</a> are given to those who <a href="https://scholar.princeton.edu/kahneman/" target="_blank">invent </a>new branches of knowledge which merge psychology and economics (“behavioral economics”), based on the idea that our emotions makes us act stupidly. </p><p>This is evidently a huge blind spot in all of us. A vulnerability that's been exploited for centuries. Maybe even millennia. It makes us go crazy. Go into wars. Kill innocent people. Bankrupt banks in financial panics. Feed market bubbles. But also, fall in love. And help each other. And form allegiances --even with <a href="https://www.itv.com/news/2021-08-27/why-us-taliban-partnership-is-now-looking-likely-to-thwart-isis-k-threat" target="_blank">former enemies</a>. And build nations.</p><p>The way that blind spot is exploited is <i>the story </i>(known these days as <i>the narrative</i>)<i> --</i>key to unlock, elicit, create, and manipulate human emotion. And consequently, human action. Behind every act prompted by a human feeling is a series of data points, facts, and events that we take in, process, and shape into <i>a story</i> to make sense of those points, facts and events<i>. </i></p><p><i>Stories guide and lead our lives. </i></p><p>We can form those stories in our heads. Put "one plus one" together ourselves, craft a narrative and act in accordance to it. Like when you read and read and read info online trying to understand the true effect of wearing a mask to protect you from COVID until you form a cogent story that prompts you to act a certain way. And then you mask (or you don't). We all watch a <a href="https://www.youtube.com/watch?v=4wH878t78bw" target="_blank">video of a turtle</a> with a straw stuck in its nostril and our hearts melt ("that poor little thing! we're polluting soo much!") and suddenly half the planet is avoiding plastic straws even though the "movement" came from 9 year old's <a href="https://www.usatoday.com/story/news/2018/07/18/anti-straw-movement-based-unverified-statistic-500-million-day/750563002/" target="_blank">bogus statistic</a>, and it doesn't move the needle one bit to remove plastic from our oceans. We crave the satisfying causation of the story so much, we <i>have to know the why </i>behind the latest mass shooting. And we won’t let go until there’s a cogent narrative explaining the atrocious act (He was into white nationalism and felt threatened by immigrants! He was just fired and was bullied by his coworkers! He was radicalized online into jihad!).</p><p>But these stories --and this is the scariest thing in all of this-- can be crafted<i> by someone else </i>with the intention of <strike>highjacking</strike> influencing your actions. To get your money --or <a href="https://thechinonomist.blogspot.com/2018/11/parasites-parasites-everywhere.html" target="_blank">your vote</a>. This wouldn't happen if we weren't such suckers for cogent, easy-to-grasp stories. The quintessential snake-oil salesman comes to mind. As long as there is something to be gained by planting a narrative into your head, somebody will construct one for you to consume, adopt, assimilate, <i>make yours, </i>and emotionally react. Hence the narrative's power. There's a reason the political right is sh*tting its proverbial pants over the <a href="https://en.wikipedia.org/wiki/The_1619_Project" target="_blank">1619 project</a>. It threatens to reconstruct and redefine <i>the very origin story</i> of the United States.</p><p>Storytelling is everywhere. In salesmanship. In book writing<i>. In this very blog post</i>. Marketing products/services is a storytelling act ("wear this <a href="https://www.breitling.com/ch-en/squads/spotlight/" target="_blank">Breitling</a> to be a winner like Charlize Theron!"). As is investing ("electric transportation is the future! you're a fool not to <a href="https://twitter.com/CathieDWood/status/1433276941348581380?s=20" target="_blank">bet the ranch </a>on it!"). Economic booms (and busts) are also storytelling acts (which occur when assimilated and adopted by enough people). Central Banking is storytelling, too ("Don't worry, this <a href="https://www.msn.com/en-us/money/markets/the-fed-says-inflation-is-transitory-but-these-10-companies-have-already-said-they-ll-pass-along-rising-costs-to-customers/ar-AAKZK7k" target="_blank">inflation is just transitory</a>!"). Stories get you hired. And married! ("marry me and you'll be happy because [blank]"). <i>Countries</i> <i>themselves </i>are built on national identities <a href="https://www.foreignaffairs.com/articles/united-states/2019-02-05/new-americanism-nationalism-jill-lepore" target="_blank">woven </a>with stories churned out by "official" historians --stories so powerful, they literally raise armies. </p><p>Good stories compel.<i> Great ones impel. </i></p><p>We are so vulnerable to stories, Hollywood made an entire industry out of it. Netflix and Disney, too. But at least they're honest about it. The fakeness of their storytelling is front and center (the people on your screens are called <i>actors, </i>after all). And we will gladly part with our hard-earned cash in exchange for the opportunity to escape our narrative-ridden reality. It's a consensual act. You pay up to consume a story in exchange for the freedom to <i>not </i>feel compelled (nor impelled) to act in any certain way. </p><p>Do you see the irony, too? We're so sick of getting bombarded 24/7 with narratives trying to subvert our will and influence our actions that we'll happily <i>pay </i>to be transported into an alternative reality <i>built on fake storytelling </i>to save ourselves from the storytelling lurking outside our bedrooms. You could even argue it was our vulnerability to be hypnotized by stories what saved us this pandemic. </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi58vE9R7cW487yNDs422l_zVTFnd5mOgxxJhou5K4MpU2CR4TeXoLtHedhV10YkChDEPcC9KC056cwAYR1re_imqqzxXxRT1tvKgXDtQ85NrnP5hOBu4QaZ0t6OoAvRjCjDH3n2NQ8rS4/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="979" data-original-width="976" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi58vE9R7cW487yNDs422l_zVTFnd5mOgxxJhou5K4MpU2CR4TeXoLtHedhV10YkChDEPcC9KC056cwAYR1re_imqqzxXxRT1tvKgXDtQ85NrnP5hOBu4QaZ0t6OoAvRjCjDH3n2NQ8rS4/" width="239" /></a></div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;">A well crafted story is no different than propaganda. And these days, it's everywhere. We're living an era of <a href="https://thechinonomist.blogspot.com/2021/01/government-20.html" target="_blank">propaganda wars</a>. When crafted by people with bad/selfish intentions, and adopted by enough of us, it can get catastrophic. Social Media followers is the new currency. The <a href="https://thechinonomist.blogspot.com/2018/02/beware-of-shark.html" target="_blank">attention economy </a>has warped financial incentives and caused politicians, celebrities, media companies, consumer companies (and everyone who wants to get ahead in life, really) to churn out narratives trying hook us up. The overload is deafening. Too much damn noise. And I think all of this is what's behind our constant feeling of <a href="https://thechinonomist.blogspot.com/2020/10/were-all-conservatives.html" target="_blank">dread.</a> Figuring out the signal in the middle of this tug-of-war for your attention is next to impossible. And that's overwhelming. Unfortunately, no one is coming to the rescue (definitely <a href="https://thechinonomist.blogspot.com/2019/05/mind-gap.html" target="_blank">not the government</a>). It's only you and your common sense in this fight against misinformation, narratives and propaganda. </div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;">And this, is the story I'm here to tell you.</div><p></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-60314508554250094932021-07-18T11:57:00.002-05:002021-11-13T10:35:23.324-06:00The Wave You Ride<p>We can't predict the future. Chaos always reigns. The unpredictable compounding of events is inevitable, and we can always count on <a href="https://thechinonomist.blogspot.com/2020/04/the-spitting-fog-of-uncertainty.html" target="_blank">surprises occurring</a>, which is why it pays to build our lives (and invest) with the certainty that something will inevitably go wrong. Accounting for the certitude that something you planned for will not go as planned should prod you to hedge yourself via diversification --or even better, redundancies. Of course, building redundancies takes resources. That insurance policy doesn't pay for itself. You sacrifice current income (and/or effort) to build that safety net in case SHTF. And although it could very well be that you'll never use it, it's not stupid to build it. An example: Nature, in its infinite iteration game called evolution, gave us two kidneys. I am pretty sure it's not free (evolutionarily speaking) to carry an extra filter behind your belly just in case one clogs with crap you throw at your body. If evolution settles on an outcome like this, it can't be a bad idea to have a "rainy day fund", or to buy a secondary generator in case a freak storm knocks out power of your entire state.</p><p>We're always <a href="https://thechinonomist.blogspot.com/2020/10/were-all-conservatives.html" target="_blank">fighting disorder</a>, while at the same time trying to build <i>structure </i>in our lives: order that allows you to take the next step forward. There's <a href="https://thechinonomist.blogspot.com/2020/01/dont-be-such-downer.html" target="_blank">value in scouting</a> for negative surprises, simply because they can more easily destroy your progress than your efforts can build it up. It's just nature. Leave it unattended, and chaos wins. And chaos is not necessarily your friend. At the evolutionary scale it can bequeath you two kidneys (yay), but at the lifespan scale it can choke you with a ham sandwich because you were refreshing your robinhood app and forgot to chew well (bummer), making you evolutionary fodder in the infinite process of species optimization. </p><p>You might think you can thrive in chaos, and yes, you might even catch a good wave for a while, cut it short to catch a bigger one, and be better for it this time. But the problem with counting on always making the best out of life's curve balls (not committing to ride your wave 'til the end because you're always looking for the better one) is that it only takes one bad wave to drown you. And then it's game over. You won't be around to catch "<i>the one</i>". Holding onto a wave and ride it to its very end of course also implies forgoing potentially bigger ones, and constantly fighting the perennial "what if's" of your mind. Granted, regret is not a fun feeling, which is why we need to train our minds to be fine knowing that we <b style="font-style: italic; text-decoration-line: underline;">will</b><b style="font-style: italic;"> </b>feel it, <b><u><i>before </i></u></b>deciding to lock onto a wave. Decisions have consequences, after all. And we must be at peace with the fact that you're making yours considering what's available at the moment. You don't know what you don't know. Surprises <i>will </i>come, conditions <i>will </i>change, and you must not kick yourself for deciding what you did, because you did the best with what you had to work with. </p><p>Of course, I am not deluding myself in thinking that my perspective is not informed (tainted?) by my background. Everyone's got one, and there's only one life we get to experience: <i>ours</i>. No matter how many books you read, gurus/experts you follow, stories/anecdotes you hear, they will never be part of <u>your</u> lived experience. Exercise your empathy all you want, but at the most basic level, you will never <i>experience </i>other people's lives. Our backgrounds shape us irredeemably. The life you grew up with forms your own point of reference. That is by definition your base scenario. It marks your perspective in life. Which brings the following paradox: If my kids have a more bountiful childhood than what I had, then <i>their </i>chances of facing a future where their standard of living <i>feels </i>worse than <i>their</i> point of reference, is higher. And I, as their provider, will be the culprit of that. Does that mean I have to make them live an artificially ascetic life to lower their point of reference? I am not pretending to be discovering a "novel" dilemma. It's been going on for centuries. </p><p>But, as I said, my life is the only one I get to experience. Shaking that little bias is a little hard to do. And this is the wave I've decided to ride. </p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-81779542892171125322021-06-13T17:12:00.003-05:002021-08-24T14:51:03.382-05:00Foragers and Farmers<p>Knowledge accumulates throughout generations. It travels through time as long as <a href="https://thechinonomist.blogspot.com/2015/05/dont-let-your-domino-fall-alone.html" target="_blank">there is always someone </a>at the other end of the arrow of time to absorb it, assimilate it and apply it. Language helped it transcend --first in <a href="https://aeon.co/essays/for-97-of-human-history-equality-was-the-norm-what-happened" target="_blank">oral traditions</a>, then in written form. Sure, there were some instances of miscommunication between some generations and knowledge stalled at times, but generally speaking, knowledge compounds itself. It exhibits the same exponential behavior as wealth. For early forager humans, the knowledge to conquer our environment (learning about medicine plants, edible roots, game migrating patters) was as valuable then as it is today to learn what's the <a href="https://finance.yahoo.com/news/meme-stock-born-spot-next-120000448.html?guccounter=1&guce_referrer=aHR0cHM6Ly9kdWNrZHVja2dvLmNvbS8&guce_referrer_sig=AQAAABzcKN42UDo6kvNip5NIhWpbiEjLAGUv-tGSO_KhbuwLXYA9SA_-Dk4D5XEpiyJ4V_d_WyBmdpClqMX8CWuEOj7o5CFGF8sahH-gV_EJ-c5JCSADczxzf90gAmeIeoAEKU92A_8eGYsuj-ofFaHo6zhAb0gQ9TPzEKgVJLMbA0hO" target="_blank">next meme stock</a> being hyped on reddit. </p><p>At the beginning the band forager culture fomented cooperation. To share what early foragers gathered/hunted was the rational thing to do. After all, the volatility of your returns (one day you'd have a good kill, but then days would go by without a catch) pushed you to share with your band your own bounty when the going was good in exchange for reciprocity from others when <i>their </i>hunt was good. Like what poker players do when they <a href="https://www.businessinsider.com/online-poker-playa-del-carmen-2014-7?op=1" target="_blank">stake each other</a>. In other words, early foragers hedged their own hunt "volatility" by inviting hunters/gatherers whose hunt yield was negatively correlated to theirs. Funny to realize how the minimum variance principle was discovered hundreds of thousands of years before Markwoitz "came up" with his (not so) Modern<i> </i>Portfolio Theory. <a href="https://en.wikipedia.org/wiki/Stigler%27s_law_of_eponymy" target="_blank">Stigler's law</a> (itself another example of knowledge compounding) is alive and well, I suppose. All this created a culture that spawned equality, and fostered (maybe?) the ability to appreciate what (little) you had with wonder, community and solidarity. </p><p>But then with farming and food storage there was a regime change. Food surplus entailed power, which brought economic (and soft) power, the need for property rights, barter, specialization, and the formation of a proto <a href="https://thechinonomist.blogspot.com/2021/05/haves-vs-have-toos.html" target="_blank">Elite</a>. But with surplus also came the weakening of the communal bonds present in the former culture. The interdependence between band members was de-emphasized. The staking among hunter/gatherers was not really needed if a sedentary family was able to sustain itself on a good harvest for several years. It also fragilized the collective wellbeing of the newly adopted sedentary economy. The crop yields of all the farmers behaved more of less the same. Good weather meant <i>all </i>had surplus, but a bad one also meant times went down for <i>all</i>. Yield homogenization planted the seeds (pun very much intended) of creative destruction, whereby only those with the best farm/storage techniques (knowledge!) survived the "purge", solidifying their position as proto-Elite, setting the stage for an <a href="https://thechinonomist.blogspot.com/2021/05/haves-vs-have-toos.html" target="_blank">aspirational underclass</a>, and perhaps most important of all, <i>starting society's drift towards inequality.</i></p><p>Inequality is inherently unstable. If a portion of a system that's comprised of interdependent parts grows disproportionately beyond the rest and the trend cannot be arrested, the end result can be the collapse of the system in question. You see it in ecosystems, where the success of a species is so overwhelming that the entire system collapses. As in hunter/gatherer societies, knowledge also can (and does) trigger inequality in a modern society. Which is why parents nowadays devote their parenthood years not only to building wealth to bequeath their children, but to build <i>human capital </i>in their kids, in order to generationally perpetuate their social status. Just like knowledge accrues as generations pass, inequality accumulates and compounds itself as well. But the accrual process is not done magically by itself. It's actual hard work. Daniel Markovitz <a href="https://www.amazon.com/Meritocracy-Trap-Foundational-Inequality-Dismantles/dp/0735221995" target="_blank">posits</a> it actually traps and shackles the professional class of today to a hamster wheel of mindless, unending toil whose only reward is not to fall to the hellish bottom quartile. Thus, the bequeathal of knowledge through the generations has transformed itself from passing down an epic poem that talks about the seasons to the embodiment the <i>tiger mom</i>'s ethos of ruthless, regimented discipline, inflicted upon today's offspring. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjv8h8iyplwWTAiTEtDY1T31oXtYjkuVmskl9yQuP-FlL4t890Ni0twdqJgR7Ns73TqFroH22V6lbAWAu4iXaUlXS3W-K9rp6Qq0B9AJ0HHU0JTA_BGdx3hJaRdZg8mJWpxcILJLllsoUQ/s1240/Capture.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="743" data-original-width="1240" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjv8h8iyplwWTAiTEtDY1T31oXtYjkuVmskl9yQuP-FlL4t890Ni0twdqJgR7Ns73TqFroH22V6lbAWAu4iXaUlXS3W-K9rp6Qq0B9AJ0HHU0JTA_BGdx3hJaRdZg8mJWpxcILJLllsoUQ/w400-h240/Capture.PNG" width="400" /></a></div><p>Of course this mindset brings about its own curse. The <a href="https://thechinonomist.blogspot.com/2014/07/the-subsistence-trap.html" target="_blank">perpetual wanting need</a> to grow incessantly breeds by definition perpetual dissatisfaction. To extricate yourself from this vicious cycle takes monk-like mental discipline in order to tame and calibrate the <a href="https://www.collaborativefund.com/blog/goalpost/" target="_blank">goalposts</a> of your wants, especially if you live in a society/economy whose very functioning depends on the ever increasing artificial expansion of your wants. "Live to aspire" supersedes "aspire to live". Two antagonistic concepts that <a href="https://thechinonomist.blogspot.com/2020/10/were-all-conservatives.html" target="_blank">clash <i><b>and </b></i>coexist</a> in human nature --even at the individual level. And each one has refined its own quasi-religious narrative, lodging themselves neatly into opposing bodies of ideology that toggle back and forth in the halls of power of societies: the forager ideology vs. the farmer ideology.</p><p>There's a time to aspire, because without aspiration you can't really live (life would be <i>really </i>boring<i>)</i>, and there's a time to live, because to always aspire robs of you the ability to look at what's in front of you. To marry one ideology or the other is a mistake. The key lies in the ability to toggle back and forth between them. </p><p>There's a time to be a forager, and a time to be a farmer.</p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-41813723757551398722021-05-30T16:02:00.009-05:002022-09-02T09:41:06.347-05:00Have's vs Have-Too's<p></p><p class="MsoNormal"><span style="color: #444444; font-family: arial;"><span lang="EN-US" style="line-height: 107%; mso-ansi-language: EN-US;">One of the most ironic things about the political revolution that manifested itself with battle cry "<i>Make America Great Again</i>" is its inherent ideological contradiction. Although </span><span>Trump supporters</span><span> </span><span>never explicitly explain what "</span><i>America</i><span>" they want to bring back, implicit is the notion that they want to see again the dominant, stable U.S. of the post war II period. A country characterized by economic stability, a rising </span><span>middle class; </span><span>a country where people could pay for their own college education with a waiter's wage, and where corporate employees could rely on the certainty that their corporation looked at them as life partners who deserved to retire with juicy <a href="https://www.forbes.com/sites/carriemccabe/2017/11/30/why-general-electric-excels-as-a-defined-benefit-plan-sponsor/?sh=66755aa76b2f" target="_blank">defined benefit </a>pensions. </span></span></p><p class="MsoNormal"><span style="color: #444444; font-family: arial;">Where's the contradiction, you ask? Well, the political leaning of the era --the one that allowed stability and prosperity for its middle class--was markedly left-leaning: the <a href="https://en.wikipedia.org/wiki/New_Deal" target="_blank">New Deal</a> of FDR, the <a href="https://en.wikipedia.org/wiki/Great_Society" target="_blank">Great Society </a>of LBJ. Even Republican Eisenhower knew better than going against the institutions that lent that post WWII period the nostalgic solidity Trump fans would like to go back to: </span></p><p class="MsoNormal"><span><span style="background-color: white; color: #444444; font-family: arial;"></span></span></p><blockquote><span style="color: #444444; font-family: arial;"><i>Should any political party attempt to abolish social security, unemployment insurance, and eliminate labor laws and farm programs, you would not hear of that party again in our political history. There is a tiny splinter group, of course, that believes that you can do these things . . . [but] their number is negligible and they are stupid.</i></span></blockquote><p><span style="color: #444444; font-family: arial;"> <i>Dwight Eisenhower, </i><i>in a letter to his brother</i> </span></p><p></p><p class="MsoNormal"><span style="color: #444444; font-family: arial;"><span>Elites have a delicate balance to keep. Really hard to pull off, if you ask me. On the one hand, you want to close access to the Elite's ranks, because, what is an Elite without exclusiveness, really? Let us start by acknowledging (with brutal honesty) that there's an inherent satisfaction we humans get from seeing our peers from a <i>relative </i>higher perch, no matter our <i>absolute </i>status in the social ladder. Gladwell framed this in the positive narrative of <a href="https://www.litcharts.com/lit/david-and-goliath/chapter-3-caroline-sacks" target="_blank">Caroline Sacks</a>, who needed to be put in the <i>absolute </i>less competitive University of Maryland --where she'd be a <i>relative </i>superior-- but instead went to <i>absolute </i>more competitive (Ivy League) Brown University --where she was <i>relative </i>inferior, and ultimately failed. She didn't have the </span><i><strike>satisfaction</strike> </i><span>motivation</span><span> of seeing her peers from above. But (crucially) on the other hand, Elite's permanence nurtures itself from the legitimacy</span><span> of its very existence, whereby its subjects (i.e. the inferiors) accord it its superior status in exchange for the possibility of one day --if they play their cards right-- being able to be </span><i>themselves</i><span> part of the privileged Elite. </span></span></p><p class="MsoNormal"><span style="color: #444444; font-family: arial;">The Have's (Elite card-carrying members) dangle their Elite-making <i>Pixie Dust </i>in front of the Have-Nots --who are, to describe them more accurately, longing <i>Have-Too's</i>. They too want look at their peers from above. And the Have's have the power to anoint them... if the Have-Too's behave well, that is. Therein resides the true power of an enduring Elite. Not in the money the hoard, or in the comfort they enjoy, or in the control of the law and courts they exert to do their bidding, <i><b>but in the illusion they build around the idea that the gates are wide open </b></i>for those who abide by cannon, behave well, worship the Elite, don't rock the boat, and perpetuate the status quo<i>. </i></span></p><p class="MsoNormal"><span style="color: #444444; font-family: arial;"><span>The power to anoint is the Elite's <i>true asset: </i>To make Have-Too's do something in the pursuit of their perceived self-interest while at the same time perpetuating the very status quo that shuts the vast majority </span><span>out</span><span>. After all, and </span><span>in the words of </span><span>E. Digby Baltzell:</span></span></p><p class="MsoNormal"></p><blockquote><span style="color: #444444; font-family: arial;"><i>...affluence without authority breeds alienation...</i></span></blockquote><p><span style="color: #444444; font-family: arial;"><span>And alienation poisons the soil where Social Capital grows. That's why the Have's need preachers who proselytize</span><span> and can give testimony of their bona-fide life stories. Verifiable <i>rags-to-reaches </i>stories of formerly Have-Too's minted into Have's who can now pridefully --and with </span><span>satisfaction--</span><span> </span><span>look down upon those they grew up with. </span></span></p><p><span style="color: #444444; font-family: arial;"><span>There is a problem though. These days there are </span><a href="https://thechinonomist.blogspot.com/2019/08/thoughts-on-capitalism.html" target="_blank">too few of those boda fide testimonies</a><span>. And most concerning, there is an oversupply of Have-Too's. People who play by the rules, attend college, rack up <a href="https://thechinonomist.blogspot.com/2016/09/the-trillion-dollar-disruption-that.html" target="_blank">ungodly amounts of debt</a>, who were promised by the Elite: "behave well and you will be rewarded" who are quite simply getting the shaft. It's actually worse than this: there's <a href="https://thechinonomist.blogspot.com/2018/12/emotional-times.html" target="_blank">an even bigger oversupply</a> of <a href="https://en.wikipedia.org/wiki/Dunning%E2%80%93Kruger_effect" target="_blank">Dunning-Kruger</a> Have-Too's who don't know they don't know but think they legitimately <strike>have a shot</strike> deserve a spot in the Elite (because they follow @<a href="https://twitter.com/TheRoaringKitty" target="_blank">TheRoaringKittie</a>). </span></span></p><p><span style="color: #444444; font-family: arial;"></span></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgMV6H0-TL89mMbZDv5rARQOgyPPW2kqE7HusWYXm7imgQ3F9w4eFqQSi228GkrjMTRM2v9dvE9z7GlAGMQ3BWCtNl3nqx9-z7j3vIrE3SFSrEE0pUCknVFZlcqmAxyjXBYbDp9XKrNlB4/" style="margin-left: auto; margin-right: auto;"><span style="color: #444444; font-family: arial;"><img alt="" data-original-height="362" data-original-width="897" height="161" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgMV6H0-TL89mMbZDv5rARQOgyPPW2kqE7HusWYXm7imgQ3F9w4eFqQSi228GkrjMTRM2v9dvE9z7GlAGMQ3BWCtNl3nqx9-z7j3vIrE3SFSrEE0pUCknVFZlcqmAxyjXBYbDp9XKrNlB4/w400-h161/image.png" width="400" /></span></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="color: #444444; font-family: arial;">Social Media destroying society. Exhibit #1 (you still have to admire the comedic talent?)</span></td></tr></tbody></table><span style="color: #444444; font-family: arial;"><span><br /></span><span>There is an implicit Elite dilution in the act of anointing Have-Too's into newly minted Have's. The Elite knows this, and they don't want to overdo it. But do it too little, and you have a social ticking time bomb. Therein lies the Elite's dilemma. These days, they can't dilute their ranks fast enough even if they wanted to (newsflash: they don't). The line of Have-Too's at the entrance of the Have's hot nightclub extends around the block several times over, and all have their shiny </span><strike>diplomas</strike><span> entry tickets, legitimately demanding be let in. What's worse is that behind them comes an </span><span>angry mob of revelers </span><span>10X bigger <i>ordering </i>the bouncer to let them in too, armed with a screenshot of a Tweet of <a href="https://www.youtube.com/watch?v=wqtd8CuqF7A" target="_blank">Chamath</a> that convinced them they are the righteous successor of the rotten Elite that's historically kept them out of the party. </span></span><p></p><p><span style="color: #444444; font-family: arial;">Elites are scared. The Barbarians are (literally) at the gates, and they want heads on spikes. Which is why they're in appeasement mode: The Business RoundTable and its <a href="https://www.businessroundtable.org/business-roundtable-redefines-the-purpose-of-a-corporation-to-promote-an-economy-that-serves-all-americans" target="_blank">declaration </a>of the advent of "stakeholder capitalism". The Fed's 180-turn in Jackson Hole <a href="https://www.washingtonpost.com/business/2020/08/27/powell-jackson-hole-inflation/" target="_blank">elevating full employment </a>as a primary goal of theirs --inflation be damned. The first round of <a href="https://en.wikipedia.org/wiki/CARES_Act" target="_blank">stimmies</a>. The <a href="https://www.cbsnews.com/news/stimulus-check-2-update-2020-12-21/" target="_blank">second round </a>of stimmies. The <a href="https://www.cnn.com/2021/03/11/politics/biden-sign-covid-bill/index.html" target="_blank">third round </a>of stimmies. The <a href="https://www.dallasnews.com/opinion/commentary/2021/04/25/lets-call-the-biden-infrastructure-bill-what-it-is-the-new-entitlements-act-of-2021/" target="_blank">newly proposed </a><strike>entitlement act</strike> infrastructure act.</span></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhTbLxyRHLRDDsOxRN9_bgNNdztiJtgNKjlH3dh29M0qAZelcMLgob3q5Xx79wgYV72KOEbkLyRWeZz3NkGmrTgj15wG7nXDezWbKB3M1qexnnZWdEm4iPFW_pEUF_oyCapNRghScX86XM/" style="margin-left: 1em; margin-right: 1em;"><span style="color: #444444; font-family: arial;"><img alt="" data-original-height="450" data-original-width="799" height="180" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhTbLxyRHLRDDsOxRN9_bgNNdztiJtgNKjlH3dh29M0qAZelcMLgob3q5Xx79wgYV72KOEbkLyRWeZz3NkGmrTgj15wG7nXDezWbKB3M1qexnnZWdEm4iPFW_pEUF_oyCapNRghScX86XM/" width="320" /></span></a></div><span style="color: #444444; font-family: arial;"><br /><span>The left-leaning social contract established with the New Deal and subsequent sets of policy choices was itself a panicked response to the collapse brought about by the Depression and the World Wars. It breathed life to a period of relative economic stability, where the Have-Too's of the time had a somewhat decent shot at becoming part of the Elite --until the model exhausted itself in the 70's with inflation and the Reagan revolution rebuilt the narrative that lured the Have-Too's of the time --"greed is good". Now <i>that </i>model is finally unraveling (yes, pushed by the pandemic), and we're witnessing (in real time) another </span><a href="https://thechinonomist.blogspot.com/2020/08/paradigm-busting-times.html" target="_blank">realignment</a><span> in the way the Elite reasserts itself as the proverbial anointer of new recruits. T</span><span>he Elite is reconstructing the narrative it intends to employ for the foreseeable future. </span></span><p></p><p><span style="color: #444444; font-family: arial;">What it is, I still don't know, but it'd better be something better than </span></p><p></p><blockquote><span style="color: #444444; font-family: arial;"><i>"all you need to make it is a stimmie, a Coinbase account and to come up with the most asinine name for your own Shitcoin"</i></span></blockquote><p><span style="color: #444444; font-family: arial;">Because, if it is, we're in deep trouble. </span></p><p></p><p></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-71214749759135496222021-01-18T18:48:00.005-06:002021-08-24T14:58:38.071-05:00Government 2.0<p><span style="font-family: arial;">Out of all the forms of societal organization (the tribe, bands, the Kingdom, The City-State, The Empire, etc), the Nation-State seems to have been the most stable and successful way of human association. The competition was somewhat settled after WWI with the collapse of the last of the great empires, like the Ottoman, and Austro-Hungarian one. But "<i>most stable and successful</i>" does not mean absolutely stable nor absolutely successful. Everything that's built by a human is bound to be flawed. From the concept of the family, to the effectiveness of vaccines, to the engineering of the <a href="https://www.cnn.com/2020/12/29/business/boeing-737-max-return/index.html" target="_blank">Boeing 737 MAX</a>.</span></p><p><span style="font-family: arial;">One of the most important functions of leadership in Nation-State is to keep stability. Without it, no society can sustain itself. <a href="https://thechinonomist.blogspot.com/2019/04/low-red-cell-count.html" target="_blank">Social stability depends on trust and legitimacy</a> of its institutions. Economic activity rests on the bedrock of rule of law and contract enforcement. No one would venture to embark on a business if <a href="https://nypost.com/2020/09/16/riots-following-george-floyds-death-could-cost-up-to-2b/" target="_blank">marauders will destroy your property </a>on a whim, regardless of how righteous it might feel to those doing the destructing. No person would be willing to invest in a place where contracts are not enforced, either, or where the law is nothing but dry ink on a piece of paper that's ignored by everyone.</span></p><p><span style="font-family: arial;">But the economic impact of the decay of a Nation-State's institutional legitimacy is nothing compared to the stability impact brought upon by the breakdown of the credibility of a Nation-State's government itself. You see, breaking a window of a Cheesecake factory because you claim to be mad at police brutality <a href="https://www.youtube.com/watch?v=pI4STt6o56Q" target="_blank">to walk away with a delectable cheescake</a> <i>is in another galaxy </i>within the spectrum of institutional rottenness when compared to a <a href="https://www.independent.co.uk/news/world/americas/us-politics/capitol-riots-trump-damage-video-b1783692.html" target="_blank">rabid mob rampaging </a>through the constitutionally-mandated act of certifying the winner of an election in the seat of government of the richest nation in the history of humankind.</span></p><p><span style="font-family: arial;">That said <a href="https://www.youtube.com/watch?v=ytp9zIhWFM0" rel="nofollow">rampage </a>was promoted, harangued, instigated, fomented, and incited by the actual leader of said Nation-State, makes the rottenness petrifying. That the actual leader's partisans <a href="https://www.indy100.com/news/republicans-defend-trump-capitol-riot-b1788020" rel="nofollow">try to equate</a> setting a car lot on fire to hijacking elected officials to prevent them from certifying a duly elected president, is revolting. That the Senator who was spearheading the bogus legal effort to impede the election certification was <a href="https://www.dailymail.co.uk/news/article-9123831/Cruz-claims-doing-job-trying-overturn-Bidens-victory-MAGA-mobs-rampage.html" target="_blank">sending text messages </a>asking for money in the name of a non-existent election fraud fight <i>from the inside of the bunker </i>the hordes had pushed them into, has no name.</span></p><p><span style="font-family: arial;">But of course this "leader" could not have accomplished this remarkable feat by himself. He needed a megaphone to amplify his <a href="https://thechinonomist.blogspot.com/2018/11/parasites-parasites-everywhere.html" target="_blank">parasitic garbage</a>. Time and time again I've argued that <a href="https://thechinonomist.blogspot.com/2020/08/paradigm-busting-times.html" target="_blank">a major factor in the political clusterf*ck </a>we currently live in is the weaponization of the emotional manipulation tools called <i>social networks</i>. In a legal framework where Big Tech has <a href="https://www.theatlantic.com/ideas/archive/2021/01/trump-fighting-section-230-wrong-reason/617497/" target="_blank">no obligations to police and measure the tone</a> of the conversation happening under their purview (unlike other media companies legally have to do), Big Tech is shielded from the consequences of socially destructive speech and allowed free rein to reach massive scale without worrying about being sued for defamation. In a capitalistic system where authorities are<a href="https://thechinonomist.blogspot.com/2019/05/mind-gap.html" target="_blank"> rendered obsolete to even conceive</a> of a way to regulate the confiscation of citizens' personal private <a href="https://thechinonomist.blogspot.com/2019/10/take-red-pill.html" target="_blank">data for monetization</a>, Big Tech has ridden the winner-take-all wave brought upon by closed-protocol networks to become more powerful than the most powerful human on earth. Big Tech has become Government 2.0. A simple switch "<i>off</i>", and Twitter neutered he who holds the codes to the biggest nuclear arsenal on the planet, rendering him powerless. </span></p><p><span style="font-family: arial;"><i>Do you need more proof that 21st century wars are no longer fought with bombs but instead through social media propaganda <a href="https://en.wikipedia.org/wiki/Psychological_warfare" target="_blank">psyops</a>?</i></span></p><p><span style="font-family: arial;">Such a slap in the face must wake us up to the reality. Big Tech, mainly through big data, has surpassed the capabilities of government in several crucial respects. If one of government's most important functions is to keep social stability, a solid requisite to uphold that function is to be able to "read" its population, so that it can then regulate the population's behavior, incent pro-social interactions, and deter sociopathic ones. Turns out Big Tech, or Government 2.0, can read the populace better. Model the populace better. <i>Forecast </i>the populace better. Government 1.0 tends to rely on (<a href="https://www.nytimes.com/2020/11/10/upshot/polls-what-went-wrong.html" target="_blank">increasingly faultier</a>) surveys to craft policy, draft legislation, and make decisions accordingly. All <i>Gov 2.0 </i>has to do to gage our mood is look into their servers at our clicks, searches, keystrokes, twits, app usage, articles read, <i>(blogposts written!) </i>and <a href="https://faq.whatsapp.com/general/security-and-privacy/answering-your-questions-about-whatsapps-privacy-policy/?lang=en" target="_blank">the "private" messages</a> we send our family on WhatsApp, not only to "read" our behavior, <b>but to predict it</b>. After all, that's how they make their money --selling users' online future behavior to advertisers.</span></p><p><span style="font-family: arial;">If <i>Gov 2.0</i> <a href="https://finance.yahoo.com/video/breaking-down-big-techs-parler-203608776.html" target="_blank">shut Parler down</a>, it was because they read the populace mood and their predicting algorithms screamed "<i>revolution's brewing!</i>". The Right can whine all it wants about censorship, collusion, and about a Big Tech cartel, but last time I checked, it was not BLM nor Antifa trying to overthrow the government of the United States by rampaging the very seat of its power at the precise time it was certifying the guy the Right opposed. If <i>Gov 2.0 </i>crushed an annoying competitor in the process, extra points, I guess. But if Twitter was really only about crushing competition in order to maximize its engagement and profitability, it would not have shut down its No. 1 user and blow a $3.5 billion hole in its market cap, as happened after the market learned of Twitter banning the president.</span></p><p><span style="font-family: arial;">It is in moments like these, in the midst of a once-in-a-century pandemic, that the capabilities of <i>Gov 2.0 </i>could be critically harnessed for the good of society. Their ability to do GPS-based contact tracing, and determine if you've been exposed to someone infected. Their capabilities to train AI to <a href="https://www.businessinsider.com/app-would-listen-cough-predict-coronavirus-2020-4?op=1" target="_blank">detect and predict </a>the onset of the disease in people who haven't even shown symptoms, obviating testing in the process. If only <i>Gov 2.0 </i>was accountable to the population, and not just to their shareholders.</span></p><p><span style="font-family: arial;"><span>The government (<i>1.0 </i>that is) should bulk up its big data capabilities, not only to be better prepared when the next insurrection comes, but also to be a worthy policeman to <i>Gov 2.0 </i>and to better combat the pandemic. China, whether we like it or not, is showing the way. It has been able to stand up to its Big Tech (stopping Ant's IPO until it capitalizes </span><span>better</span><span>), and to leverage its own Big Tech complex </span><span>to use its infrastructure to better combat its Covid clusters </span><span>(Alipay and WeChat <a href="https://www.economist.com/1843/2020/11/20/how-dominic-cummings-wasted-the-greatest-opportunity-of-his-life" target="_blank">were forced</a> to </span><span>host the government's public-health software</span><span>). Its reward? <a href="https://www.economist.com/finance-and-economics/2021/01/18/chinas-economy-zooms-back-to-its-pre-covid-growth-rate" target="_blank">2.3% GDP growth</a> for full 2020, and </span><span>6.5% in 2020's 4th quarter year over year. In case you didn't catch that, that's 6.5% growth over the last quarter of 2019, before the pandemic(!!)</span><span>.</span></span></p><p><span style="font-family: arial;">Here, instead of using its powers to enlist <i>Gov 2.0 </i>to be part of the solution with regards to the pandemic, the government is being buffeted by the powers of <i>Gov 2.0 </i>in order to prevent the collapse of our Nation-State. </span></p><p><span style="font-family: arial;">But if we're looking at the glass half full, at least <i>Gov 2.0 </i>is taking actions to preserve the stability of the Nation-State. If only out of pure self-preservation instinct.</span></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-8950893083294853572020-12-31T18:06:00.001-06:002021-01-01T11:17:12.908-06:00Agency is Mine<p>It finally ended. The year we all will never forget won't be with us any longer. Which means nothing, really, since 2020 didn't <i>really </i>bring us all the bad stuff we suffered through the last 12 months. In an effort to unload all of our frustrations about the things we would like to have happened differently this year, we are going to say "<i>fuck you 2020</i>", "<i>good riddance</i>", "<i>2020, you will not be missed</i>" etc. etc., but the reality is that calendars are nothing more than arbitrary cutoffs we agreed upon simply because we needed to keep track of time. This planet happens to circle our star once every 365 days, so we had to start counting one day out of those 365. That we started counting the terrestrial journey around the sun 6 days after winter solstice is as random as the reason why The Mona Lisa is the most admired work of art in human history --a guy made it famous (because he stole it), and then enough people agreed it was beautiful (why, I don't know; I think it's ugly AF, but I digress) and then nobody questioned it because nobody wanted to look like a fool. </p><p>Of course it doesn't help that we anthropomorphize everything. We lend human qualities to inanimate and animate things, even to abstractions like the concept of a year. You name dogs, trees, and even accord human-like personalities to mechanical things like cars. I guess it helps us deal with reality, but you and I know deep inside of our souls the truth about this: 2020 didn't bring you the pandemic. Nor the Australian Fires. Nor the Locust Plagues of east Africa/Middle east. Nor the Lebanon blast. Nor the Social Unrest. We are just a bunch of simple-minded people who need to assign agency to external, abstract concepts in order to make sense of this chaotic reality. Accepting that we are at the mercy of mindless entropy is simply too scary a reality to contemplate. </p><p>The only thing that we can say for sure about the "<i>why" </i>of all this is that it happened because we inhabit a universe ruled by chaos. Full stop. And not you, not me, not anyone can foresee what is going to happen next, or how the current events are going to influence future events. Yes, <i><b>you </b></i>have agency. <i><b>You </b></i>decide how to react to your environment, but you <i><b>can't </b></i>predict the future. At least not beyond certain horizon. Yes, you can infer. Yes, inertia and common sense might tell you the current state of things might extend into the immediate future. You might even estimate with statistics the probabilities of a future event, but outside of Newtonian physics, estimations are nothing but that: <i>probabilities </i>(ask Nate Silver about 2016 if you want to know what I mean). I am sorry to break it to you, but your sphere of influence is infinitesimal. </p><p>And just like 2020 didn't bring you the pandemic, 2021 isn't gonna come riding a white horse to save you, either. The pandemic isn't magically going to go away simply because the top left corner of the screen on your phone has a "<i>21</i>" on it. </p><p>But even infinitesimal is good. Your sphere of influence might be infinitesimal in the greater scheme of things, but it is humongous in the realm of the self. As I said, your agency belongs to you. Your perception belongs to you.<i> </i></p><p>If there is something the experience of living through "terrestrial journey around the sun number 2020 after the birth of Jesus" taught me, is that chaos is uncontrollable,<i> but also that the self is fully controllable --that my agency is mine. </i>That the perception of reality is what <i>I </i>make of it, and that the inputs I choose to deliver to my senses in the form of media consumption determine the color of the glasses I perceive reality through. When overconsumption of Twitter robbed me of sleep because it convinced me that the United States was succumbing to civil war, all it took was uninstalling the app to recover my ability to rest. When news story after news story hammered the idea that we were living through some sort of apocalypse, working out before dawn allowed me precious, brief moments to appreciate that I was able to breath in and out with ease --the very thing the virus robs you of! When the constant reminder of death bombarded me from every angle, I was able to appreciate every day I enjoyed blissful health. This is not to say I became a Buddhist monk. To reach that level of self-awareness is <u style="font-weight: bold;">hard,</u> but for the brief moments of blissful peace, I could see glimpses of what life could be, even in the midst of all this hellish chaos and suffering. </p><p>So, yes, I have stuff to be thankful for the experience of having lived through "terrestrial cycle number 2020". Agency is mine, and yours is also yours.</p><p><br /></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-14854138249888553182020-11-01T09:09:00.005-06:002020-11-01T09:09:54.222-06:00Todos Somos Conservadores<p><span style="font-family: georgia;">Tú y yo no somos mas que diminutas hormigas, peleando contra el desorden de nuestro alrededor, en medio de un universo que tiende al caos. Desde nuestro insignificante y unilateral punto de vista (el humano), siempre estamos tratando de minimizar sorpresas. Ese fue el cerebro que </span><a href="https://thechinonomist.blogspot.com/2018/05/dont-fly-on-autopilot.html" style="font-family: georgia;">la evolución nos regaló.</a> <span style="font-family: georgia;"> Y cuando las sorpresas aparecen,</span><span style="font-family: georgia;"> </span><a href="https://thechinonomist.blogspot.com/2015/05/dont-let-your-domino-fall-alone.html" style="font-family: georgia;">aprendemos</a><span style="font-family: georgia;">, esperando aplicar lo aprendido en nuestra próxima interacción con nuestro entorno, con la esperanza de sobrevivir. Bueno, tal vez no seamos "nosotros" como tal, sino nuestros genes, porque nosotros en realidad solo somos el vehículo que nuestros genes usan para perpetuarse a la posteridad. </span></p><p><span style="font-family: georgia;">Si tan solo nuestra lucha contra el desorden fuera exenta de consecuencias. Cada vez que tratamos de reducir el desorden a nuestro alrededor (de reducir entropía), para reacomodar nuestro ambiente de tal manera que sea menos hostil para nosotros, en realidad estamos <i>incrementando </i>el desorden (la entropía) en el universo en general. Cuando <a href="https://thechinonomist.blogspot.com/2019/04/the-human-super-weapon.html" target="_blank">arrasamos con bosques y selvas enteras</a> para dedicar esa tierra para cultivos de consumo humano, y reducimos la amenaza de sufrir hambre (es decir, cuando reducimos entropía desde la perspectiva humana), en realidad <i>incrementamos la entropía </i>a nivel planetario, pues una masa incalculable de <a href="https://thechinonomist.blogspot.com/2015/10/the-lemming-within-us.html" target="_blank">energía se disipa</a>, y todo ese carbono liberado cuando matamos todos esos árboles contribuye al caos gaseoso en nuestra atmósfera.</span></p><p><span style="font-family: georgia;">Y sin embargo perseveramos en nuestra batalla con el desorden (al menos en nuestra mente). Constantemente intentamos construir una burbuja de estabilidad a nivel micro alrededor de nosotros, en nuestra </span><span style="font-family: georgia;">constante</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">guerra para expulsar el desorden de nuestra vida. Lo hacemos porque nuestra supervivencia depende de ello. Tu trabajo de 9 a 5 (el que te da de comer) no es más que un constante esfuerzo para desterrar la entropía de tu vida profesional: el cliente que no te pagó; el colega que habla mal de ti a tus espaldas; el reporte que salió publicado con la fecha errónea --cualquier (o cualquiera) que se oponga a nuestra meta de mantener el orden en nuestro trabajo. Nuestros trabajos no son más que una constante batalla contra la Ley de Murphy; nuestra (in)digna cruzada para desterrar la entropía local de nuestras vidas. </span></p><p><span style="font-family: georgia;">De cierto modo, tú y yo somos conservadores. Todos buscamos la forma para tratar de encontrar la cómoda satisfacción en un predecible </span><i style="font-family: georgia;">"ahí"</i><span style="font-family: georgia;">. Un </span><i style="font-family: georgia;">"ahí" </i><span style="font-family: georgia;">que queremos (¡necesitamos!) encontrar con seguridad en el mismo lugar y en el mismo momento. Sin sorpresas. Sin entropía</span><span style="font-family: georgia;">. En la misma tasa de café de las 7am cada día. En la misma caminata con tu perro de las 7pm. Lo hacemos porque tranquiliza. Porque nos brinda estabilidad. Y para algunos de nosotros, más que eso: nos brinda <i>propósito.</i></span></p><p><span style="font-family: georgia;">Pero al mismo tiempo, en la misma genética que nos empuja a ser conservadores --a minimizar sorpresas-- coexiste un anhelo por algo más. Una rutina estable y absolutamente predecible degenera en un oscurantismo que nos roba el júbilo de vivir. Somos, después de todo, animales inquisitivos que buscan nuevas (y con algo de suerte, mejores) experiencias y aprendizajes. La exploración es, contradictoriamente, <i>también </i>parte de nuestra naturaleza. Y no estaríamos donde estamos (en la cúspide del árbol de la vida) si no hubiéramos explotado </span><span style="font-family: georgia;">y aplicado</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">esa curiosidad para beneficio propio. </span></p><p><span style="font-family: georgia;">Deseamos predictibilidad porque nos gusta acurrucarnos en la calidez de lo familiar. Pero no predictibilidad <i>absoluta; </i>de lo contrario nos sentiremos a la deriva. La familiaridad es conveniente, pero también aburrida y hueca. La buscamos en nuestras relaciones </span><span style="font-family: georgia;">(con gente que comparte nuestros intereses); en las cosas que comemos (en los mismos 3-4 restaurantes a los que vamos siempre); en la manera en que nos informamos (en las burbujas de información que las grandes compañías tecnológicas </span><a href="https://thechinonomist.blogspot.com/2018/02/beware-of-shark.html" style="font-family: georgia;" target="_blank">construyeron para nosotros</a><span style="font-family: georgia;">). Pero nuestro disgusto por las sorpresas también nos hace vulnerables. Armamos ambientes familiares y monótonos (sin sorpresas) en forma (también) de burbujas. De las cuales no nos atrevemos a salir, porque no queremos enfrentar estrés ni incomodidades. Esas burbujas pueden ser </span><span style="font-family: georgia;">(</span><a href="https://thechinonomist.blogspot.com/2014/03/the-battle-for-your-mind.html" style="font-family: georgia;" target="_blank">y frecuentemente son</a><span style="font-family: georgia;">) secuestradas, haciéndonos susceptibles de manipulación. Mientras la burbuja alrededor nuestro <i>parezca </i>estar intacta, <i>ésta puede ser movida por una fuerza externa sin que nosotros nos enteremos. </i></span></p><p><span style="font-family: georgia;">Cuando lidiamos con sorpresas, los <a href="https://aeon.co/essays/use-uncertainty-to-leverage-the-power-of-your-predictive-brain?utm_medium=feed&utm_source=feedburner&utm_campaign=Feed%3A+AeonMagazineEssays+%28Aeon+Magazine+Essays%29" target="_blank">Neurocientíficos definen 3 categorías</a>: </span></p><p></p><ul><li><span style="font-family: georgia;"><i><b><u>Incertidumbre Esperada</u></b>. </i>Como cuando vas a tu restaurante favorito y ordenas un platillo cualquiera (al azar). Tú sabes que no todos van a saber exactamente igual, pero como te conoces el menú al 100%, sabes que no habrá problema. Y estás tranquilo con esa incertidumbre esperada. Conoces el estilo de cocina del Chef. </span></li><li><span style="font-family: georgia;"><i><b><u>Incertidumbre Inesperada</u></b>. </i>Es cuando vas a tu restaurante favorito, pero el Chef cambió el menú. Tú no sabes que el menú cambió, pero al menos tienes un "modelo" mental en tu cabeza (conoces el estilo de cocinar del Chef) para estimar qué tan bueno/malo va a ser tu platillo. <i>Todavía </i>puedes confiar en tu "modelo", aprender de tu experiencia y aplicarlo en tu próxima visita al restaurant. No estás indefenso. Todavía puedes contar tu "mapa" mental y ayudarte a navegar la sorpresa. </span></li><li><span style="font-family: georgia;"><i><b><u>Volatilidad</u></b>. </i>Vas a tu restaurant favorito para darte cuenta que no solamente tu Chef ha cambiado, sino además que el restaurant va a invitar un Chef diferente cada semana. Tu "modelo" mental es basura ahora. No tiene caso tratar de aprender qué ordenar para la próxima vez. Cada ocasión habrá una sorpresa imposible de estimar. Ahora <i>sí </i>estás indefenso. </span></li></ul><div><span style="font-family: georgia;">Vivimos en la era de la volatilidad. Los mapas mentales que usamos en el pasado para minimizar sorpresas </span><span style="font-family: georgia;">ahora </span><span style="font-family: georgia;">son inútiles. Estos días, no tiene caso tratar de aprender de nuestro entorno para adaptarnos. Ya no podemos confiar <a href="https://thechinonomist.blogspot.com/2020/06/media-mob.html" target="_blank">en los medios </a>para obtener información objetiva --no podemos aprender de las fuentes que </span><span style="font-family: georgia;">antes</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">usábamos para llevar una vida libre de sorpresas. No podemos tampoco confiar en el sucesor de los medios (las redes sociales), porque éstas han entrenado algoritmos hiperinteligentes (reforzados por supercomputadoras) para </span><a href="https://thechinonomist.blogspot.com/2019/10/take-red-pill.html" style="font-family: georgia;" target="_blank">secuestrar mi cerebro</a><span style="font-family: georgia;"> y la percepción de mi realidad, por lo que no tiene caso tampoco confiar en Twitter, Facebook o Google para adaptarnos mejor a nuestro entorno. Tampoco en </span><span style="font-family: georgia;">políticos </span><span style="font-family: georgia;">populistas, que usan </span><a href="https://thechinonomist.blogspot.com/2018/12/emotional-times.html" style="font-family: georgia;" target="_blank">exactamente <i>esos </i>algoritmos</a><span style="font-family: georgia;"> para manipular mis emociones, instigar mis miedos y/o odio y enloquecernos cada elección para hacernos pensar que el mundo va a terminar a menos que vote por ellos. Ni siquiera puedes apoyarte en el pronóstico del tiempo, porque en nuestra batalla histórica contra el desorden local (y con el fin de alcanzar nuestras </span><a href="https://www.theatlantic.com/family/archive/2020/10/why-life-has-gotten-more-comfortable-less-happy/616807/" style="font-family: georgia;" target="_blank">amadas y modernas comodidades</a><span style="font-family: georgia;">) hemos desatado el caos planetario, </span><a href="https://www.cbsnews.com/news/wildfire-sky-orange-bay-area-california-western-united-states/" style="font-family: georgia;" target="_blank">incendios apocalípticos</a><span style="font-family: georgia;">, (en </span><a href="https://www.nytimes.com/2019/12/31/world/australia/fires-red-skies-Mallacoota.html" style="font-family: georgia;" target="_blank">ambos hemisferios</a><span style="font-family: georgia;">), y plagas de langostas de proporciones </span><a href="https://www.bbc.com/future/article/20200806-the-biblical-east-african-locust-plagues-of-2020" style="font-family: georgia;" target="_blank">bíblicas</a><span style="font-family: georgia;">. </span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">Y luego la <a href="https://thechinonomist.blogspot.com/2020/04/the-spitting-fog-of-uncertainty.html" target="_blank">peor pandemia en un siglo</a> nos golpea.</span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">Y luego el <a href="https://thechinonomist.blogspot.com/2020/04/the-hammer-and-nail.html" target="_blank">peor colapso económico en un siglo</a> nos golpea. </span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">Y luego los peores disturbios sociales en medio siglo nos golpean. </span></div><div><br /></div><div><span style="font-family: georgia;">Así que yo no te culpo si te sientes indefenso. Las diminutas hormigas solían esforzarse de sol a sol construyendo su modesto hormiguero (peleando contra el desorden del rededor), hasta que un <a href="https://thechinonomist.blogspot.com/2016/03/the-air-we-breathe_20.html" rel="nofollow">hijo de puta vino </a>y de un pisotón aplastó todo simplemente porque podía. Al Chef del restaurant lo ha reemplazado un chimpancé maniático, que está </span><span style="font-family: georgia;">enrabiado</span><span style="font-family: georgia;"> y </span><span style="font-family: georgia;">lanzando </span><span style="font-family: georgia;">heces</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">por la ventana</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">de la cocina. Y mientras tanto, tú estás ahí, aturdido, sin saber lo que está pasando; tratando de procesar todo. Intentando seguir tu </span><a href="https://thechinonomist.blogspot.com/2020/01/dont-be-such-downer.html" style="font-family: georgia;" target="_blank">obsoleto</a> <span style="font-family: georgia;">mapa mental. Pensando <i>todavía </i>que te puedes sentar en paz a disfrutar tu platillo. (Lamento decirlo: No vas a poder<i>)</i></span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">Un anhelo masivo por el regreso a la normalidad emerge por todo el mundo. Todos somos conservadores en este sentido. Estos días, lo único que queremos es simplemente regresar todo a como era antes. </span></div><div><br /></div>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-56927501687261121342020-10-27T18:13:00.001-05:002020-10-28T10:49:18.680-05:00We're All Conservatives<p><span style="font-family: georgia;">We are nothing more than little ants fighting disorder in our immediate environment living in a universe trending towards chaos. From our insignificant, unilateral (human) viewpoint, we are always striving to minimize surprises. That's <a href="https://thechinonomist.blogspot.com/2018/05/dont-fly-on-autopilot.html">the brain evolution gifted us</a>. And when surprises appear, <a href="https://thechinonomist.blogspot.com/2015/05/dont-let-your-domino-fall-alone.html">we learn</a>, hoping to apply what's learned in our next interaction with our environment, so we hopefully survive. Ok, maybe not <i>"we"</i>, but our genes, because we're really just the vehicle genes use to perpetuate themselves into posterity. </span></p><p><span style="font-family: georgia;">If only us little ants' fight was costless. Every time we strive to reduce disorder locally (reduce entropy), and rearrange our environment so that it's less hostile to us, we actually <i>increase </i>disorder (entropy) in the overall universe. When we <a href="https://thechinonomist.blogspot.com/2019/04/the-human-super-weapon.html" target="_blank">chop down forests</a> to dedicate that land for human crops, and we reduce the threat of going hungry (reducing entropy from humans' perspective), we actually <i>increase </i>entropy at the planetary level, as <a href="https://thechinonomist.blogspot.com/2015/10/the-lemming-within-us.html" target="_blank">energy is dissipated</a> and all that carbon released when we kill carbon-trapping trees contributes to gas chaos in the atmosphere.</span></p><p><span style="font-family: georgia;">Yet we persevere fighting disorder (in our minds). We continue to strive to build our bubble of stability at the micro level and soldier on in our constant battle to push away exogenous disorder from our lives. We do it because our survival depends on it. Your 9-to-5 job (the one that feeds you) is nothing but a constant effort to expel entropy from your daily professional life: the client that didn't pay; the coworker that's badmouthing you; the report that came out with the wrong date --anything/anyone that stands in the way of things being orderly. Our jobs are nothing but a constant battle with Murphy's law --an (un)dignified quest to banish local entropy from our lives. </span></p><p><span style="font-family: georgia;">In a way, we're all conservatives. We all look for ways to find the satisfying comfort of a predictable <i>"there" --</i>a <i>"there" </i>we want to (need to!) reliably find in the same place and at the same time. No surprises. No entropy. In the same 7am cup of coffee every day. In the same 7pm daily dog walk. We do it because it is soothing. Because it lends us stability. To some, it even provides <i>purpose.</i> </span></p><p><span style="font-family: georgia;">But also, in the same genetic makeup that pushes us to be conservatives --to minimize surprises-- coexists a yearning for something more. Stable, absolutely predictable routines devolve into a funk that robs us of joy. We are, after all, inquisitive animals that look for new (hopefully better) things. Exploration is, contradictorily, <i>also </i>part of us. And we wouldn't be where we are (at the apex of the tree of life) if we hadn't exploited that curiosity and applied it for the benefit of our kind. </span></p><p><span style="font-family: georgia;">We crave predictability because we coddle in the warmth of the familiar. But not <i>absolute</i> predictability, or we will feel aimless. Familiarity is convenient, but also dull. We look for it in our relationships (people who share our interests); in the things we eat (the same 3-4 restaurants we go to every time); in the way we inform ourselves (the information bubbles big tech's <a href="https://thechinonomist.blogspot.com/2018/02/beware-of-shark.html" target="_blank">built for us</a>). But our dislike for surprises also makes us vulnerable. We construct familiar, surprise-less environments in the shape of bubbles. Of which we will <i>not </i>dare step out lest we face unnecessary stressors. Those bubbles can be (<a href="https://thechinonomist.blogspot.com/2014/03/the-battle-for-your-mind.html" target="_blank">and often are</a>) hijacked, making us prone to manipulation. As long as the bubble around us continues to <i>appear </i>intact, <i>it can shift without us knowing it.</i><i> </i> </span></p><p><span style="font-family: georgia;">When dealing with surprises, <a href="https://aeon.co/essays/use-uncertainty-to-leverage-the-power-of-your-predictive-brain?utm_medium=feed&utm_source=feedburner&utm_campaign=Feed%3A+AeonMagazineEssays+%28Aeon+Magazine+Essays%29" target="_blank">Neuroscientists come up with 3 buckets</a>: </span></p><p></p><ul style="text-align: left;"><li><span style="font-family: georgia;"><i><b><u>Expected Uncertainty</u></b>. </i>Like when you go to your favorite restaurant and order any dish (at random). You know that not everyone will taste the same, but since you know the menu you know you'll be OK. You're fine with the expected uncertainty of the Chef's style. </span></li><li><span style="font-family: georgia;"><i><b><u>Unexpected Uncertainty</u></b>. </i>That's when you go to your favorite restaurant, but the chef's changed the menu. You don't know the menu changed, but you at least have a mental "model" in your head (you know the Chef's cooking style) to estimate how good/bad your dish will be. You can <i>still </i>trust your "model", learn from your experience and apply it in your next visit. You're not helpless, you still can count on your mental "map" to help you navigate the surprise.</span></li><li><span style="font-family: georgia;"><i><b><u>Volatility</u></b>. </i>You go to your favorite restaurant to find out that your Chef has not only changed, but that the restaurant will feature a different Chef every week. Here, your mental "model" is now trash. There's no point in trying to learn what to order for next time. Every time will be a surprise impossible to ascertain. Here, you're truly helpless. </span></li></ul><div><span style="font-family: georgia;">We live in the age of volatility. The mental maps we used in the past to minimize surprises are useless now. These days there's no point in trying to learn from our environment to adapt. We <a href="https://thechinonomist.blogspot.com/2020/06/media-mob.html" target="_blank">can't really rely on media</a> to get unbiased information --we can't learn from the sources that used to be useful to lead a life free of surprises. We can't really rely on media's successor (social media), because they have trained hyperintelligent algorithms fueled by supercomputers to <a href="https://thechinonomist.blogspot.com/2019/10/take-red-pill.html" target="_blank">hijack my brain</a> and my perception of reality, so there's no use learning from what you see in Twitter, Facebook or Google to better adapt to your environment. We can't rely on populist politicians, who use <a href="https://thechinonomist.blogspot.com/2018/12/emotional-times.html" target="_blank">those <i>same </i>algorithms</a> to manipulate my emotions, whip up my anger/fear and make us go berserk every election to make us think the world will end unless I vote for them. You can't really rely on weather forecasts, either, because our historical fight with local disorder (to achieve <a href="https://www.theatlantic.com/family/archive/2020/10/why-life-has-gotten-more-comfortable-less-happy/616807/" target="_blank">our beloved modern comforts</a>) has unleashed planetary chaos, <a href="https://www.cbsnews.com/news/wildfire-sky-orange-bay-area-california-western-united-states/" target="_blank">apocalyptic fires</a>, (on <a href="https://www.nytimes.com/2019/12/31/world/australia/fires-red-skies-Mallacoota.html" target="_blank">both hemispheres</a>), and once-in-a-century biblical locust <a href="https://www.bbc.com/future/article/20200806-the-biblical-east-african-locust-plagues-of-2020" target="_blank">plagues</a>. </span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">And then the<a href="https://thechinonomist.blogspot.com/2020/04/the-spitting-fog-of-uncertainty.html" target="_blank"> worst pandemic in a century</a> hits us.</span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">And then the <a href="https://thechinonomist.blogspot.com/2020/04/the-hammer-and-nail.html" target="_blank">worst economic collapse in a century</a> hits us. </span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">And then the worst social unrest in half a century hits us. </span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">So I don't blame you if you feel helpless. Us little ants were used to toil day in & day out building up our little ant pile fighting the universe's disorder, and then an <a href="https://thechinonomist.blogspot.com/2016/03/the-air-we-breathe_20.html" rel="nofollow">asshole came and stomped on it</a> just because he could. The Chef in the restaurant's been replaced by a maniacal chimpanzee who's throwing feces through the kitchen window, and you're still sitting there, stunned, trying to process what's going on, following your (<a href="https://thechinonomist.blogspot.com/2020/01/dont-be-such-downer.html" target="_blank">very obsolete</a>) mental map thinking you can still sit down and have a nice meal. (<i>Spoiler alert: you won't.</i>)</span></div><div><span style="font-family: georgia;"><br /></span></div><div><span style="font-family: georgia;">A massive longing for normalcy is cresting all around the world. We are all conservatives in that sense. And these days, </span><span style="font-family: georgia;">all</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">we want is </span><span style="font-family: georgia;">just</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">to go back to the way things were. </span></div><div><br /></div><p></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-41170871067373620962020-10-04T11:52:00.010-05:002021-08-24T16:22:25.655-05:00Once Upon a Time in Quirkistan<p><span style="font-family: arial;">Once upon a time there was this Republic called Quirkistan. It was ruled by a hyper intelligent elite, possessors of the most shiny and reputed tokens. These tokens vested in them utmost respect and reverence, as only the most brilliant, capable, responsible, and deserving Quirkistanis were issued them. The tokens were granted with great pomp and circumstance by velour-robed Sages in solemn ceremonies, after listening to liturgy imparted by an elevated Sage in an annual ritual of initiation so full of symbolism and self-congratulation that for many, of the recipients the initiation represented the single most important day of their lives. </span></p><p><span style="font-family: arial;"><span>How could they think otherwise? That token granted them access to the upper echelons of Quirkistan. Attaining one was akin to the assurance of a life full of opulence, comfort, and the absence of suffering. The institutions that issued them prided themselves in hand-picking their future tokenholders from the most brilliant, meritocratic pools of young candidates. Those pools were full of youngsters bred from the womb to <i>become </i>the elite. They had no other choice --they had won the elite lottery. They just didn't know it yet. Superior diets; supercharged self esteems (massaged 24/7 by those surrounding them growing up); world-class health care, and of course the unbreakable commitment of their parents (usually the mother) to discharge the unforgiving full-time duty to cater to their little elite lottery winner's every need. Thus, piano lesson by piano lesson, math tutor by math tutor, tennis class by tennis class, the human capital required to meet the </span><span>astronomically high admission standards imposed by the </span><span>institution's gatekeepers' </span><span>would be built</span><span>. It was a high-stake game. The mere thought of losing the elite lottery would turbocharge their race to optimize their little thoroughbred's brainpower. </span></span></p><p><span style="font-family: arial;">Some of those tokenholders--the ones with the shiniest and most reputed of them all-- would eventually form the spine of Quirkistan's elite. They just didn't know exactly how, or when that would come to be. The anxiety that pervaded their parent's efforts to train them om their childhood could be shed, however. <i>They were tokenholders now. They'd made it. </i>The mere broaching of the possession of an elite token would almost automatically open doors, persuade people, grant status, elicit envy, intimidate peers, and guarantee access to a club of equally powerful elite tokenholders who would look after the well-being of their fellow elite tokenholder by doing their darnest to elevate each other with the unwritten understanding that Quid-Pro-Quo was the pact they tacitly signed the day each of them received their sacramental token from that Sage at their initiation rite. </span></p><p><span style="font-family: arial;">Of course not every brand of token was the same. There were levels. Rankings. A coterie industry devoted to classifying each kind, hyping the right one; denigrating the wrong one. Everyone agreed the right kind was of the highest value. Parents were willing to go to jail to game the system to get the right one if there was a possibility that their little one could lose the elite lottery. The price per token (especially elite ones) skyrocketed. Some parents mortgaged the farm in the pursuit of tokens that turned to be bad ones. Possessors of elite tokens, however, sailed through the ranks of life. Many reached the highest rung of the ladder; to positions steering Quirkistan's very future. So encompassing and absolute was the power of the elite token, some of those tokenholders were not even chosen directly by Quirkistanis, but rather appointed due to their perceived acumen and competency. Quirkistanis <i>trusted </i>those elite tokenholders. They were enlightened, and looked for the good of Quirkistan.</span></p><p><span style="font-family: arial;">But things had not been good in Quirkistan. Little more than 40 years of failed policies enacted by appointed elite tokenholders had created two kinds of Quirkistanis. The ones that participated in the optimization race to attempt a shot a tokens, and those unfortunate to have been born in environments without a chance to even aspiring to get one. The first kind had a much better chance of living well. The second kind was utterly left behind. Desperate, tokenless Quirkistanis gradually fell through the ranks, and within 2 generations most of them were poorer than their parents. Never in the history of Quirkistan had a generation not been richer than their predecessors had been. Tokenless got stuck, and they collectively fell prey to substance abuse. So dire was their malady, hat they literally started dying of despair. The ones who didn't, harbored resentment towards tokenholders, who looked down on them. Tokenholders mocked them; considered them retrograde. Primitive, even. Resentment turned into hatred.</span></p><p><span style="font-family: arial;">Things went on like this for so long that tokenholders became catastrophically disconnected from the life experience of tokenless Quirkistanis. You might as well have thought this schism created two countries: <i>Cosmopolitania </i>and <i>NoTokensilvania. </i>The first hypothetical country would have encompassed Quirkistan's big metropolis; the second one, the smaller towns between big cities. </span></p><p><span style="font-family: arial;"><span>Exacerbating the problem was the widespread adoption of a new technology that in principle was meant to bring Quirkistanis together, but in practice widened the cleaving. The technology, called <i>Looper </i>(a gadget billed as a way to keep friends, family and potentially everyone "in the loop" about the happenings in your life) was touted as the great connector. Its inventor, an elite tokenholder himself, wrapped the gadget in the wholesome idea of allowing Quirkistanis to reconnect with old friends and distant family members for free, with the added bonus of allowing every gadget user the freedom to say <u style="font-weight: bold;">anything</u> on the gadget with no repercussions at all. But as the smart elite tokenholder that he was, <i>Looper's </i>inventor kept control of whom to show every gadget user's proclamations, manipulating their interactions; </span><span>trafficking with their </span><span>attention. </span></span></p><p><span style="font-family: arial;">And so, after a very long time of coexistence under same country, but without really having to face each other up close, <i>Looper</i> linked tokenless and tokenholders. </span></p><p><span style="font-family: arial;">And <i>Looper </i>made their disgust for each other explode.</span></p><p><span style="font-family: arial;">Their worldview was so disconnected, each side never even bothered trying to understand each other. Each one thought Quirkistan was in danger of collapsing as a country if the way of life of the opposite side was allowed to become the dominant one. Tokenless thought of tokenholders as traitors that hated their own country. Tokenholders thought tokenless hatred towards anyone different from them was morally repugnant. Tokenless thought tokenholders' judgment of their supposed moral shortcomings was condescending. Tokenholders thought of tokenless as rubes who embarrassed them in the eyes of the international world. </span></p><p><span style="font-family: arial;"><span>Quirkistan's a weird country. While Quirkistanis of all backgrounds fanatically claim their country's unique because it's "democratic and free", they do not elect their leaders by popular vote. "One person one vote" does not apply in Quirkistan as it does all around the world. Citizens' votes in key, massively populated provinces get systematically diluted, while votes cast in sparsely populated rural provinces have their votes outweigh the former by 2x. One party (the one claiming tokenless in its ranks) is known to block citizens from voting<i>. </i>But since this is perfectly legal, nobody does anything serious to stop it, and everyone accepts it. The result is that the party aligned with the </span><span>tokenless</span><span> </span><span>has won the popular vote <i>exactly once </i>in the last 30 years, but has been in power <i>15 of those 30</i>. That party could lose an election by a margin of 5% of the popular vote, <i>and <u>still</u> win the </i><i>election</i>. Stuff like this would be the trigger of revolutions in other countries, but not in </span><span>Quirkistan. </span><span>Everyone knows about this "quirk". It's just a fact of life. </span></span></p><p><span style="font-family: arial;">Every election cycle tokenless and tokenholders, squarely aligned in opposing parties, bickered and argued their different views of the country, as well as the merits of their respective solutions to Quirkistan's issues. The bickering and arguing abated after every election. They were all Quirkistanis first, after all. But then the gradual deterioration of the tokenless malaise made them prey to populist voices, so prone to take advantage of the collective pain. One voice in particular captured the imagination of the tokenless. After decades of <i>feeling </i>talked down to, made fun of, and losing economic opportunities, they were galvanized by a populist leader who promised to crush the tokenholder elite from the outside. He himself was an elite tokenholder (a fact he even touted heavily) but the irony of this was not captured by the angry tokenless. The harangue was to destroy the elite that had maligned them so much; that which had arrogantly imposed the failed policies that precipitated their economic collapse; the one that created the conditions of their despair; the one that humiliated them and thought of them as less Quirkistani. But most importantly: to prevent tokenholders and their view to destroy their beloved Quirkistan. The harangue worked. Whipping up the passion of <i>feeling </i>heard for the first time, the populist leader rode the anger (in many cases hatred) of the tokenless, and, aided by the paid manipulation tools of <i>Looper, </i>won the presidency in an upset that shocked observers. Revenge tasted sweet for the tokenless. </span></p><p><span style="font-family: arial;">For reëlection (yes, Quirkistan allows it, and yes, I used diaeresis there) the Quirkistani president went full overdrive. His only electoral strategy had always been whipping up anger in his tokenless supporters; there was no way he'd change tack --it was his <i>brand</i>, after all. Before becoming a politician, he had cultivated a persona of success, which he had profited from handsomely in his past business life, defrauding suppliers, partners, customers, and cheating the fiscal authorities by abusing tax laws. If he'd learned something in life, is that no matter what you did or what happened to you, you had to fake it 'til you made it. There would always be someone willing to buy your <i>brand</i>, even if there was nothing there to back it up. And almost as crucial: that if you repeated a lie enough times, it magically became true at some level, since everyone was forced to amplify it in order to dispel it. A master reader of the spirits griping the country, he leaned on inciting fear for his reëlection campaign. </span></p><p><span style="font-family: arial;">"<i>Tokenholders will steal the election</i>." </span></p><p><span style="font-family: arial;">"<i>They'll destroy the country</i>." </span></p><p><span style="font-family: arial;">"<i>They will make anything possible to remove all your God-given rights</i>." </span></p><p><span style="font-family: arial;"><span>"</span><i><span>Your country as you know it will disappear if you don't do anything about it." </span></i></span></p><p><i><span style="font-family: arial;">"You will not have a country if the Tokenholder candidate wins this election."</span></i></p><p><i><span style="font-family: arial;">"<b>This election is existential.</b>"</span></i></p><p><span style="font-family: arial;"><span>His supporters fears boiled over. They went unhinged. The most ardent ones prepared for armed revolution. Thousands fantasized about it on <i>Looper</i>. They were absolutely convinced the candidate aligned with the </span><span>Tokenholder</span><span> party </span><span>would destroy their country. In their raging delirium, they didn't notice the Tokenholder candidate was in fact not a "threat to the Republic", but a mediocre career politician who belonged in the political center, who had never advocated for any truly bold policy himself, who had failed twice in prior attempts to become presidential candidate, and whose biggest "threat" was that he was a fundamentally decent, empathic, normal family man whose life was marked by tragic human losses in his immediate family. Heck, he, the tokenholder candidate, didn't even have the right kind of token --unlike the populist, who carried his elite token as a badge of honor anywhere he went. It didn't matter. The rabid tokenless believed they were the moral descendants of the brave, quasi-mythical revolutionaries who 250 years earlier had liberated Quirkistan from the tyrannical yoke of the Oppressian Empire. And they were determined to emulate them. It didn't help that </span><i>Looper </i><span>amplified rumors saying the Tokenholder candidate suffered from brain hijacking and was remotely manipulated from a mainframe computer powered by solar panels located in the dark side of the moon, and that part of the computer's AI plan was to dismember any Christian baby younger than 18 months old, and that a secret cabal of devil worshipers was bankrolling the tokenholder campaign with the ultimate objective of committing genocide of anything and anyone who would not abide by their Godless, orgy-prone values.</span></span></p><p><span style="font-family: arial;">And it was in this explosive context that it happened. The tokenholder candidate motorcade, en route to a campaign event, was ambushed by a paramilitary group in a sparsely populated highway stretch. Their gun stockpiling was finally put to use. In their minds, they were genuinely doing Quirkistan a service. Their future was existentially threatened, they felt. The populist had said so. It was all clear. <i>Looper </i>confirmed their view. They had to act. The tokenholder candidate was assassinated. </span></p><p><span style="font-family: arial;">Quirkistan fell in disarray. The establishment rocked to its core. Centuries of peaceful transfers of power at the verge of being interrupted by a terrorist act at the height of the most polarizing election everyone had memory of. The rage felt by the small segment of the populist candidate's supporters morphed into full-blown national panic. Quirkistan, a Republic where there's one weapon for every inhabitant, was careening towards civil war. </span></p><p><span style="font-family: arial;">The tokenholder party scrambled and immediately called for peace, in the middle of a massive national mourning. The populist candidate grudgingly called for peace as well. 5 days were left before the election, but the election would still go on. In a hasty ceremony, broadcasted on multiple media, the tokenholder party swore and nominated the vicepresidential candidate, an equally mainstream woman with great charisma and slightly bolder political career, as presidential candidate for the tokenholder party.</span></p><p><span style="font-family: arial;">Quirkistan was forced to look at herself in the mirror. The assassination of the former candidate brought to stark relief what great president he would have made. Someone with the moral authority to call the Quirkistan back to normality. A normality where Quirkistanis are Quirkistanis first, and members of certain party second. A healer trying to undo the damage the populist was purposefully doing. He had retired from politics after decades of service, thinking he had done enough, perhaps intuiting he'd accomplish little else given his advanced age --he was about to enter his 80s. But when the populist showed in his first term disturbing inclinations for totalitarianism, and an unbridled willingness to incite hatred in his pursuit of power, he deemed necessary to act. He was mocked for his age during the campaign; his mental acuity questioned, but he still persevered. He had lost his wife and daughter in a horrific car accident. He'd lost his brilliant and promising son (a decorated war hero and accomplished and successful lawyer) to cancer decades afterward. He'd suffered as a family member the consequences of substance abuse by his other son (the very affliction suffered by millions of tokenless!) He'd been through a lot. And yet, he <i><b><u>still</u></b> </i>felt the duty to come back from retirement in his late 70s to bring the country back from the brink. </span></p><p><span style="font-family: arial;">Alas. It was not meant to be for him. </span></p><p><span style="font-family: arial;">But something happened after his assassination. Quirkistan's shock turned into introspection. Facing the monster of civil war up close triggered something in the population. The relative prosperity and peace that Quirkistanis had enjoyed for centuries, albeit not equally distributed, was something worth keeping after all, the country reckoned. It was either that or mutual annihilation. The new tokenholder candidate represented a viable alternative for a way back. And the shock of seeing the assassinated candidate for who he truly was (a fundamentally decent, good human being) finally broke the spell the populist held on a significant portion of the population. Not everyone was convinced, of course, but the thought of societal collapse was too much of a price to pay to avoid 4 years of a policy agenda unaligned with their beliefs. The sheer threat of self-destruction turned the red light on. </span></p><p><span style="font-family: arial;">On the day of election, Quirkistanis lined up for vote in numbers that historians had never seen before. More than one candidate or the other, they were voting for the future of the Republic. And against its collapse. </span></p><p><span style="font-family: arial;">And in a landslide, they overwhelmingly voted to go back to normality.</span></p><p><span style="font-family: arial;"><i>Fin.</i></span></p>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-37375300616484824842020-08-09T10:24:00.005-05:002020-10-03T09:37:44.792-05:00Paradigm-busting Times<div style="text-align: left;"><font face="georgia">Paradigms are a funny thing. They are collective conventions people believe in --even rely upon for functioning. They're ideas everyone has agreed as truth, which few (or not a substantial number of people) question, until a revolutionary thinker, or a massively influential event (or a combination of both) occurs, and they are busted. The earth was flat and no one questioned it until a "brave revolutionary" called Copernicus dared to think outside convention and declared earth revolved around the sun. And boom: <a href="https://en.wikipedia.org/wiki/Geocentric_model" target="_blank">Ptolemaic cosmology </a>was gone.</font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">Money and government, both social constructions that <a href="https://thechinonomist.blogspot.com/2019/05/mind-gap.html" target="_blank">rely on people according them legitimacy</a>, also rely on paradigms to function. A major one is that money is finite --</font><span style="font-family: georgia;">we </span><i style="font-family: georgia;">can </i><span style="font-family: georgia;">run out of it</span><span style="font-family: georgia;">. Another one is that we can get it only if we do (work on) something of value for somebody else</span><span style="font-family: georgia;">. Also, that we can't make our own money --unless we want to land in jail. Or </span><a href="https://en.wikipedia.org/wiki/Killing_of_George_Floyd" style="font-family: georgia;" target="_blank">be tragically killed</a><span style="font-family: georgia;">. Therefore, the reputation of a currency, at its core, rests on its Government's ability to coerce its own population into being scared enough of them to </span><span style="font-family: georgia;">work hard, pay taxes, and </span><i style="font-family: georgia;">not </i><span style="font-family: georgia;">print your own money. Only currencies with this kind of reputation can be considered for world reserve currency status.</span></div><div><font face="georgia"><br /></font></div><div><font face="georgia">Government has historically abode by the same paradigm: It <i>can</i> run out of money --if the Fed denies it the money, that is. But Government is the Fed's boss, too --it names its Chair and Governors. So a huge conflict of interest arises:</font></div><div><font face="georgia"><br /></font></div><div><font face="georgia"><blockquote>If you (the Fed) produce something (money) everyone wants --something also wanted by the person who put you in the position to produce that very thing-- but your job is literally <a href="https://www.chicagofed.org/research/dual-mandate/dual-mandate#:~:text=The%20monetary%20policy%20goals%20of,prices%20and%20maximum%20sustainable%20employment." target="_blank"><i>not to </i>produce</a> too much of it lest we suffer from the <a href="https://www.independent.org/publications/article.asp?id=2186" target="_blank">social destruction </a>caused by the overproduction of that very thing you produce (inflation), things can get awkward. Your boss publicly <a href="https://thehill.com/policy/finance/486775-trump-ramps-up-pressure-on-fed-to-cut-rates" target="_blank">humiliates you </a>because he wants you to produce more of that thing. <a href="https://www.nbcnews.com/business/economy/fed-hikes-interest-rates-fourth-time-year-despite-trump-s-n949896" target="_blank">But you refuse</a>. You actually want to prove you're independent and responsible, because you know very well about the destruction that can be brought upon by the overproduction of that thing you produce. And to make matters more complicated, you're looked at as the only remaining institution with a modicum of legitimacy and credibility, provided how the reputations of every other institution is being <a href="https://thechinonomist.blogspot.com/2019/04/low-red-cell-count.html" target="_blank">shat upon</a> on a daily basis --even <a href="https://www.nytimes.com/article/mail-in-voting-explained.html" target="_blank">by the persons </a>in charge of them. </blockquote><blockquote>Now go do your job. No pressure.</blockquote></font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">Inflation </font><span style="font-family: georgia;">is</span><span style="font-family: georgia;"> </span><span style="font-family: georgia;">thus that phantom everyone is afraid of, but no one knows when, or how exactly is going to appear. It certainly </span><a href="https://thechinonomist.blogspot.com/2020/04/the-hammer-and-nail.html" style="font-family: georgia;" target="_blank">didn't appear </a><span style="font-family: georgia;">after three consecutive rounds of QE, when every textbook told us it should have. </span><a href="https://www.youtube.com/watch?v=F-PKnJeWz7c" style="font-family: georgia;" target="_blank">Some say </a><span style="font-family: georgia;">it doesn't appear because the Fed is not measuring it correctly, with an index that ignores financial asset appreciation, and that anchors 40% of the index to an artificially static formula based on residential asset appreciation, so they can print money freely without it ever showing up in the index they keep. Others say it doesn't appear because of </span><a href="https://www.bloomberg.com/opinion/articles/2020-06-22/fed-s-balance-sheet-heads-to-10-trillion-to-support-u-s-economy?srnd=opinion&sref=B11uxDaJ" style="font-family: georgia;" target="_blank">interest paid on reserves</a><span style="font-family: georgia;">: if the Fed pays it, banks won't lend (they will keep their cash at the Fed), and the multiplier won't occur (therefore, no inflation).</span></div><div><font face="georgia"><br /></font></div><div><font face="georgia">Yet others say just the opposite: that the Fed <i>doesn't </i>print enough money because it's a victim of conservative bias. That they're so afraid of inflation they prefer to perennially condemn millions to unemployment so the <a href="https://en.wikipedia.org/wiki/NAIRU" target="_blank">NAIRU </a>(unemployment rate below which inflation kicks in) is never reached. These are the Copernican "<a href="https://www.amazon.com/Deficit-Myth-Monetary-Peoples-Economy/dp/1541736184/ref=sr_1_2?crid=ZYK6MP9B9CPL&dchild=1&keywords=stephanie+kelton&qid=1596941639&sprefix=stephanie+kelt%2Caps%2C184&sr=8-2" target="_blank">brave revolutionaries</a>" of today's economic thought. </font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">Sure, they are right. Government <i>can't </i>run out of money --if the Fed keeps providing it. </font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">This would obviously imply that inflation is not that big a problem; that we shouldn't be worried about it because we simply haven't seen it, and that it won't arrive... just yet.</font></div><div><font face="georgia"><br /></font></div><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img alt="" 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" style="margin-left: auto; margin-right: auto;" /></td></tr><tr><td class="tr-caption" style="text-align: center;"><a href="https://www.federalreserve.gov/monetarypolicy/bst_recenttrends.htm" style="font-family: georgia;" target="_blank">Total Assets </a><span style="font-family: georgia;">of the Federal Reserve</span></td></tr></tbody></table><div><font face="georgia"><br /></font></div><div><span style="font-family: georgia;">The fact is, the Fed's balance sheet has grown to close to 7 trillion dollars. The strategy being to buy up Treasuries ($80Bn/month), Mortgage-backed Securities ($40Bn/Month), and </span><a href="https://fortune.com/2020/06/29/fed-buying-corporate-bonds-apple-walmart-exxonmobil/" style="font-family: georgia;" target="_blank">high grade corporate bonds</a><span style="font-family: georgia;"> ($750Bn total), in effect sequestering the stock of safer financial instruments into the (digital) vaults of the Fed and out of the grasp of frugal-minded investors. </span><a href="https://en.wikipedia.org/wiki/Financial_repression" style="font-family: georgia;" target="_blank">Financial repression</a><span style="font-family: georgia;"> is fine. Screw pension funds and insurance companies. Responsible fixed income savers be damned. All hail the </span><a href="https://en.wikipedia.org/wiki/Wealth_effect" style="font-family: georgia;" target="_blank">wealth effect </a><span style="font-family: georgia;">and its magical trickle down economics. Anything to avoid deflation. </span></div><div><font face="georgia"><br /></font></div><div><span style="font-family: georgia;">Given the</span><a href="https://www.forbes.com/sites/benritz/2020/03/27/america-is-on-track-for-a-4-trillion-deficit-in-2020-should-it-matter/#3fce5bf63660" style="font-family: georgia;" target="_blank"> monstrous deficit</a><span style="font-family: georgia;"> we're about to have, all this amounts to full-blown MMT policy, whether the Fed acknowledges it or not.</span></div><div><font face="georgia"><br /></font></div><div><font face="georgia">And this would all be fine, if only we were sure that inflation is not in the horizon. Only problem is, we can't be sure of that. The ballooning of the Fed's balance sheet is debasing the dollar, and hard. Just this month was the worst for the greenback in 10 years. Gold is at a <a href="https://www.foxbusiness.com/markets/gold-prices-record-coronavirus-upends-market" target="_blank">record highs</a> and way past $2,000/oz. </font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">In its effort to stimulate economic activity, the Fed has gone full on <i>cash-is-trash</i>. But managing and administering a soft run on your own currency is easier said than done. Implicit is the proper management of expectations of the public, whereby the Fed wants people to get rid of their cash in exchange for goods and services to stimulate economic activity, <i>but just at the right pace</i> (otherwise we'd have high inflation). Only problem is, like other social cascade dynamics, inflation is a psychological phenomenon. And you can't control it (much less predict it). <a href="https://www.bloomberg.com/opinion/articles/2019-09-16/what-caused-donald-trump?sref=B11uxDaJ" target="_blank">Social cascades</a> apply to inflation just as they apply to things like <a href="https://www.economist.com/1843/2014/12/31/why-the-mona-lisa-stands-out" target="_blank">art popularity</a>. Just like the Mona Lisa is considered beautiful because people think <i>other </i>people think it's beautiful, people will believe there will be inflation if they believe <i>other </i>people will believe there will be inflation. And just like there's simply no way to know which piece of art will be popular and which one won't, there's no way to know when inflation is going to appear --or not. </font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">The revolutionaries seem to think we should play closer to the fire because, after all, it's been a long time since we got burnt, and by doing that we will be less cold (and suffer less). They forget burns leave scars that never heal, or that you could also die from them. </font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">Yet here we are. Living hunkered down, afraid of touching each other and unable to live our normal lives. You'd think that all of these actions by authorities are bad, and in a sense, you'd be correct --<i>if we were living normal times</i>. </font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">But we're not. We're living in paradigm-busting times. Times in which <i>paying people money for <b>not </b>working is <b>exactly </b>what you need </i>to do, because going to work means spreading the disease and making things worse. Times in which the Central Bank must semi-nationalize the financial markets, stepping in as buyer of last resort lest the economy collapses. Times in which the Fed's balance sheet <i>must </i>explode, inflation be damned. <i>Times in which we act as if money is infinite, </i>and our government won't run out of it. </font></div><div><font face="georgia"><br /></font></div><div><font face="georgia">The revolutionaries might have had crazy ideas, but given the circumstances, they might not be that crazy after after all. </font></div><div><font face="georgia"><br /></font></div><div style="text-align: center;"><img alt="" height="370" src="data:image/png;base64,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" width="570" /></div><div><font face="georgia"><br /></font></div><div><span style="font-family: georgia;">You know how the saying goes: "never let a crisis go to waste". </span></div>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-46862524556264600922020-06-30T10:00:00.002-05:002020-07-03T10:07:01.297-05:00Media Mobs<div>Matt Taibbi correctly (& ruthlessly) <a href="https://t.co/8qkjFgELA8?amp=1" target="_blank">identified</a> the devolution of journalistic reporting. From an erstwhile bastion of independent thought into a vengeful mob exacting absolute compliance into a hyper-moralistic gospel that kills Media's societal function to create a nationally shared narrative for the consumption of all. He/She who dares to report something that veers from the established narrative will be excommunicated.</div><div><br /></div><div>As if these times of crisis needed an extra layer of difficulty. </div><div><br /></div><div>I am afraid the <i>de facto </i>abdication of Media's role to present an objective, shared narrative (driven by the <a href="https://thechinonomist.blogspot.com/2018/12/emotional-times.html" target="_blank">atomization </a>of the industry) is the direct result of the adoption of social media by journalists. In a sense, I pity them. Faced with the <a href="https://thechinonomist.blogspot.com/2016/09/the-trillion-dollar-disruption-that.html" target="_blank">evisceration of jobs</a> in their industry (pushed by the death of print in general & and of local press in particular), they resort to building clout online on Twitter, Instagram & Facebook as a fallback plan in case they get fired. </div><div><br /></div><div>Since the only way to build a following in these algo-driven platforms is to cater to <a href="https://thechinonomist.blogspot.com/2018/02/beware-of-shark.html" target="_blank">emotional engagemen</a>t, it is only natural that they to turn to press activism. After all, their Twitter followers will only grow if ever more satisfyingly & emotionally affirming content is delivered. The result is the formation, inside erstwhile objective Media institutions, of moralistic mobs (of the same kind that ruined the Twitter experience for objective, moderate users). They're more concerned about the upholding of the mob's gospel by means of excommunication of the "heretics" who "amplify" any reality that breaks with their gospel, than with what their job description theoretically calls for. </div><div><br /></div><div>This journalist dares to <a href="https://twitter.com/lhfang/status/1268390704645943297" target="_blank">interview</a> a black guy asking why is black on black crime is not discussed by BLM. Honest, legitimate question. One that <b>does not negate </b>the horrible issue of police brutality towards black folks. The journalist's colleagues response? <i>That journalist's a racist</i>. <a href="https://twitter.com/HelenBrosnan/status/1268560538486951950" target="_blank">Get the pitchforks!</a> </div><div><br /></div><div>I guess it was a matter of time for cancel culture to reach the news desk. </div><div><br /></div><div>The <i>kindergartenization </i>of US academia, with their culture of <i>protect-the-student/</i><i>client-</i><i>feelings-at-the-expense-of-destroying-critical-reasoning-skills</i> has inexorably reached News desks around the country. And with that, down goes Media's sorely needed function of constructing an objective reality for the public to digest. The scary end result of this is the <i>vanishing of reality</i>, no less. No anchor for the public to glean a perception of what's really out there. A perpetual doubt. The dread of never really being able to trust anything that comes out of the source of information that used to distill reality in the past. </div><div><br /></div><div>The destruction of the press is, in a sense, the destruction of reality itself. In times when the information we get from Media literally is a matter of life and death (<i>Is Coronavirus immunity real? Can asymptomatic infected people be contagious? Are kids really not that affected by it? Will the vaccine work?... etc. etc. etc.)</i> we simply can't afford <b>not </b>to be able to trust our sources of information. </div><div><br /></div><div>Scary times indeed.</div>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-67933511745369480612020-04-30T18:35:00.001-05:002020-05-19T15:27:48.672-05:00The Spitting Fog of UncertaintyNobody can <i>really </i>take credit for having solved a problem that never happened. Any attempt at it drags you into the realm of non-existent hypotheticals and becomes moot the moment you open your mouth. This is the position leaders around the world find themselves in when trying to fight this pandemic. It doesn't matter how informed, intelligent, prescient our leaders might (or might not) be, they face the same fog of uncertainty when trying to predict the future while making decisions to fix a problem this complex.<br />
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For better <i>and </i>worse, we're equipped with minds that can only draw on history to construct patterns when trying to face the future. And in a <a href="https://en.wikipedia.org/wiki/Bayes%27_theorem" target="_blank">Bayesian dance</a>, all we can aspire to do is to <a href="https://thechinonomist.blogspot.com/2018/05/dont-fly-on-autopilot.html" target="_blank">tinker with our course of action</a> as that fog of uncertainty chooses to spit the next piece of evidence at us. There is no other way. Leaders (simple humans* that they are) fall prey to the same <a href="https://en.wikipedia.org/wiki/Faulty_generalization#Hasty_generalization" target="_blank">Law of Small Numbers</a>; forced to take action in the face of clouded, small, and (many times) compromised data, drawn from an infinitely complex dynamic reality. But they are <a href="https://www.cbsnews.com/news/bush-the-decider-in-chief/" target="_blank">the deciders</a>, after all, and decide they must. The cost of inaction is just too high to contemplate. They are there to act and people expect them to. </div>
<div>
<br /></div>
<div>
A very ungrateful position indeed. This pandemic is showing the cruelness of this dilemma in stark relief: </div>
<div>
<ol>
<li>Shut down too soon and you will have killed the economy. Few people die and it will have all seemed the economic collapse was for nothing --unjustified, even. </li>
<li>Shut down too late, trying to better ascertain information in order to react appropriately, and you're suddenly a <a href="https://twitter.com/juliaioffe/status/1243297913863835648" target="_blank">shithole country</a>. Too many lives lost at your hands because, of course, you're the leader and your job is <i><u>to act.</u></i></li>
</ol>
<a href="https://thechinonomist.blogspot.com/2018/11/parasites-parasites-everywhere.html" target="_blank">Narratives </a>abound as to what <a href="https://twitter.com/anneapplebaum/status/1238037783215833089" target="_blank"><i>should have been </i>done </a>(opinions poured, of course, <i>after </i>reality has set in), chastising each and every government or the world. Like those saying we <a href="https://slatestarcodex.com/2020/04/14/a-failure-but-not-of-prediction/" target="_blank">should have shut down </a><i>way </i>earlier at the thought of a big catastrophe being merely probable. For them, we also should have collapsed the world economy with Ebola (or with H1N1) because the probability of a health system collapse was latent then too. Or those who perennially advocate <a href="https://www.newyorker.com/news/daily-comment/the-pandemic-isnt-a-black-swan-but-a-portent-of-a-more-fragile-global-system?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned" target="_blank">rooting out leverage </a>and build redundancy. In other words, never allow for projects to occur with borrowed money so a shutdown like this one doesn't collapse the economy. </div>
<div>
<br /></div>
<div>
Or my favorite: the monday morning quarterbacks. Those who <a href="https://www.reuters.com/article/us-health-coronavirus-china-cdc-exclusiv/exclusive-u-s-axed-cdc-expert-job-in-china-months-before-virus-outbreak-idUSKBN21910S" target="_blank">imply</a> this wouldn't have happened <i>if only </i>the US medical epidemiologist embedded in China’s disease control agency hadn't been fired: </div>
<blockquote class="tr_bq">
<span style="background-color: white; color: #313132; font-size: 21px;">“<a href="https://www.reuters.com/article/us-health-coronavirus-china-cdc-exclusiv/exclusive-u-s-axed-cdc-expert-job-in-china-months-before-virus-outbreak-idUSKBN21910S" target="_blank">If someone had been there, public health officials and governments across the world could have moved much faster.</a>”</span></blockquote>
<div>
<i> --Bao-Ping Zhu, Chinese American who was the medical epidemiologist embedded in China’s disease control agency from 2007 to 2011, talking about the July 2019 dismissal of Dr. Linda Quick from that position.</i></div>
<div>
<i><br /></i></div>
<div>
Right. As if a virus this <a href="https://www.nbcnews.com/health/health-news/how-contagious-coronavirus-n1175071" target="_blank">contagious </a>and genetically successful could be stopped in this hyperglobalized world once unleashed. If only <i>that one </i>whistle blower had alerted the US soon enough (<i>BTW</i>, the W.H.O. <a href="https://www.npr.org/sections/goatsandsoda/2020/04/15/835179442/we-alerted-the-world-to-coronavirus-on-jan-5-who-says-in-response-to-u-s" target="_blank">did</a> alert 1 month before the first known case at the time) none of this would have happened. You know <b>for sure</b> how history would have played out if a single person working in China had alerted governments around the world. Of course. </div>
<div>
<i><br /></i></div>
<div>
What pure, "heroic" positions to take. Virtue (and costless) signalling. Somebody please tell them about <a href="https://en.wikipedia.org/wiki/Outcome_bias" target="_blank">outcome bias</a>. Yeah, let's collapse the economy at the discovery of every new disease. Let's unwind the entire financial system --delever-- in order to achieve resiliency. Worthy goals indeed. But first I'd like them to please illuminate us as to how do they really intend to abolish banking, for example. And to do so without sending us back to the 1100's. As much as we can agree that financialization is a <a href="https://thechinonomist.blogspot.com/2020/04/the-hammer-and-nail.html" target="_blank">problem for inequality</a> (and for <a href="https://blogs.lse.ac.uk/usappblog/2015/06/12/the-rise-of-financialization-has-led-to-lower-living-standards-and-reduced-growth-in-the-u-s/" target="_blank">growth</a> as of late), we can't deny the positives of finance in the history of civilization. Sure, pointing out that the entire system is an edifice resting on money that can be yanked at any moment --or worse, that it's based on pieces of paper (fiat money) that are intrinsically <a href="https://www.youtube.com/watch?v=jsV_YXq-1x4" target="_blank">worth nothing</a>-- will undoubtedly garner these "<i>truth tellers</i>" hordes of conspiracy-inclined fans looking for a community to belong to in these lonely times. But one thing is to point at a problem and advocate for burning this whole thing down. Another is to offer a concrete path to do it.<br />
<ul>
<li><i>How about reducing, restricting, or downright abolishing the </i><i>tax </i><i>deductibility of </i><i>debt interest? </i>(you know, the very reason overleverage --and therefore fragility-- occurs in the first place)</li>
</ul>
<ul>
<li><i>How about restricting or flat out forbidding stock repurchases? </i>(you know, the gimmick that artificially inflates stocks --and exacerbates inequality-- so executives can pay themselves handsome bonuses)</li>
</ul>
<ul>
<li><i>How about <a href="https://finance.yahoo.com/news/change-tax-law-could-help-150043140.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAJQuSHctUhujzkcX8rSuNJlglahNdImWcd5rgK1m3Bx4_sblUZWOQGFuNN9QuPJ5KCCRHb64voYurNkz5kfqX9sqBlSSZiGqNahuD24VjKsTKiS51_OiMJ5bARR4B62_Rj69m80lgO7cOzQm6BHMbRPN75sc4VABIIVOL1EOkCCa" target="_blank">allowing </a>capital investments' full tax deductibility? </i>(you know, so companies are incented to <a href="https://thechinonomist.blogspot.com/2017/12/the-age-warfare-era-has-officially-begun.html" target="_blank">actually spend</a> on brick and mortar projects that actually employ people)</li>
</ul>
Yet the cacophony focuses on yelling that every decision made was the wrong one. The US recovery plan is a <a href="https://www.bloomberg.com/opinion/articles/2020-04-30/donald-trump-s-coronavirus-recovery-plan-looks-like-a-fantasy" target="_blank">fantasy</a>. Germany <a href="https://www.bloomberg.com/opinion/articles/2020-04-30/coronavirus-crisis-why-germany-will-never-be-europe-s-leader" target="_blank">will never lead </a>Europe. The bailout <a href="https://www.bloomberg.com/opinion/articles/2020-04-30/why-small-business-bailout-went-to-shake-shack-and-ruth-s-chris" target="_blank">went to the wrong people</a>. I could go on but you get the idea. We somehow expect leaders and experts to be decisive, infallible, and guide us through the pandemic unscathed. Except that is not how things work. Expertise (and science in general) is built through an iterative process of trial and error. People <a href="https://thechinonomist.blogspot.com/2015/05/dont-let-your-domino-fall-alone.html" target="_blank">building on somebody else's </a>idea. The process itself implies a sort of cluelessness, and humility, and team playing, and learning from mistakes --even at the highest academic levels-- that we as society somehow refuse to see. But no. We want the cure yesterday. We want our leaders to emit resounding <a href="http://thehill.com/homenews/sunday-talk-shows/479939-government-health-agency-official-corona-virus-isnt-something-the" target="_blank">edicts that are not contradicted </a>by subsequent evidence, and that miraculously and flawlessly take us back to normality.<br />
<br />
What an unfathomably unreasonable** expectation to have.<br />
<br />
The moment we realize that they are just winging it (because in the face of a problem this immensely complex there's no other way to do it, really) that's the moment we will demand a little bit less of them***, and a little bit more of us.<br />
<br />
Let's just accept (for now) that all is left for us to do is wait for that fog of uncertainty to spit the next piece of evidence at us, so we can make the best decisions ourselves. <br />
<br />
Until the next piece of evidence comes.<br />
<br />
--------------------------------<br />
<span style="font-size: x-small;">* <i>Does not include certain leader who <a href="https://www.cnet.com/news/president-trump-suggests-injecting-disinfectant-to-kill-coronavirus-why-hes-wrong/" target="_blank">advocates injecting yourself with bleach</a>.</i></span><br />
<span style="font-size: x-small;"><i>* * What is not unreasonable, however, is to expect for a leader to at least <u>not </u>advocate for people to kill themselves by injecting themselves with bleach.</i></span><br />
<span style="font-size: x-small;"><i>* * * Still demanding for leaders to not advocate injecting yourself with bleach, though.</i></span></div>
The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-26384664579427402542020-04-19T10:45:00.002-05:002021-09-07T14:35:22.699-05:00The Hammer and The Nail<div class="separator" style="clear: both; text-align: center;">
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<div style="margin-left: 1em; margin-right: 1em;">
</div>
9/11 changed our way of life. It eroded our liberties. The Patriot Act made us slaves to a new reality in which we now gladly accept to be taken pictures that penetrate our clothes by the TSA with the sole objective of confirming we will not hijack our plane and slam it into a landmark.<br />
<br />
COVID19 will erode our liberties too. Just like 9/11 makes us willfully pose naked in exchange for the right to fly, COVID19 will <a href="https://www.theverge.com/interface/2020/4/11/21216652/apple-google-contact-tracing-covid-19-coronavirus-api-public-health-app-challenges" target="_blank">eventually </a>and make us gladly share our location to cross-reference it with healthcare databases to know if we've been exposed to infected people in exchange for the right to walk into a restaurant, a stadium or visit grandma at the nursing home.<br />
<br />
Just like life on the streets went on after 9/11 --it in a slightly different way-- life will go on on the streets after COVID19 --in a <i>slightly </i>different way.<br />
<br />
The change in the world of economics will be more pronounced, though.<br />
<br />
The stock market represents the present value of the cash flows to equity, not the true state of the economy. In other words, it doesn't matter how long the <a href="https://www.reviewjournal.com/local/local-las-vegas/cars-line-up-for-4-miles-for-food-donation-in-las-vegas-video-1997867/?jwsource=cl" target="_blank">breadlines at the food bank</a> are these days, the stock market cares about how much money it flows to the capitalist (aka the stockholder). And both realities, unfortunately, can diverge. Grossly.<br />
<br />
<div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhNfiZnOUeEYxNY2-E7iQz7s1_Q9xGlhiNPbzr0o2ay4GSwqVzGTBnMsPCg_xsJn2Bas8H7M6nDlNEPy0Jg5o6mcna25kY6jkHSGfCZTj3iUIi7_jc18Z4OmwirfHKdXS9j2QEzCNTyBhw/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="396" data-original-width="703" height="225" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhNfiZnOUeEYxNY2-E7iQz7s1_Q9xGlhiNPbzr0o2ay4GSwqVzGTBnMsPCg_xsJn2Bas8H7M6nDlNEPy0Jg5o6mcna25kY6jkHSGfCZTj3iUIi7_jc18Z4OmwirfHKdXS9j2QEzCNTyBhw/w400-h225/image.png" width="400" /></a></div><br /><br /></div>
<br />
That Donald Trump gauges his success (or lack thereof) by how high or low the stock market goes belies his purported advocacy for "<a href="https://time.com/4567949/forgotten-man-donald-trump/" target="_blank">the forgotten man</a>". The fact that he's successfully persuaded the poor and uneducated that he is there for them might go down as the greatest, cleverest con ever perpetrated on this country. But I digress. Thanks to the FED and its <a href="https://www.wsj.com/articles/the-feds-main-street-lending-program-whos-eligible-11586539695" target="_blank">infinite backstop of the financial markets</a>, money will keep flowing to that corner of the economy whenever there's a twitch of insecurity that the path to economic "recovery" is threatened.<br />
<br />
This pandemic, however, has finally laid bare a couple of fallacies Central Banks have relied on for decades:<br />
<br />
<ol>
<li>that more money in the system inevitably leads to <a href="https://www.investopedia.com/terms/q/quantity_theory_of_money.asp" target="_blank">more inflation</a>, and </li>
<li>that printing money to finance government spending should not be done. </li>
</ol>
The lack of inflation after the <a href="https://www.visualcapitalist.com/the-feds-balance-sheet-the-other-exponential-curve/" target="_blank">explosion of the FED's balance sheet </a>in the wake of the 2008 recession should have alerted people to this puzzle. But collectively accepted ideas --even those adopted by supposedly intellectually cogent people-- are hard to shed despite hard evidence to the contrary. The burden of proof in order to <i>dis</i>proof tends to be placed too high when intellectual coalitions are built around the adoption of such totemic ideas.<br />
<br />
The fact is inflation --as measured by the <a href="https://www.cnbc.com/2018/10/26/when-tracking-inflation-the-fed-thinks-this-index-is-better.html" target="_blank">PCE</a> and the one targeted by the FED -- is <a href="https://www.nytimes.com/2018/06/11/business/economy/inflation-internet.html" target="_blank">nowhere to be found</a>. And this is clearly because printed money does not find its way to chase the precise basket of goods and services captured by the PCE. In other words, the "<a href="https://en.wikipedia.org/wiki/Monetary_transmission_mechanism" target="_blank">transmission mechanism</a>" is faulty, which is just a fancy way of saying nobody really knows the relationship between money printing and inflation. This tenet (<i>money printing=inflation</i>) is a revered ghost nobody really knows it exists anymore. Just like <a href="https://www.investors.com/politics/commentary/its-time-to-bury-the-phillips-curve/" target="_blank">nobody really knows </a>if the <a href="https://en.wikipedia.org/wiki/Phillips_curve" target="_blank">Phillips curve</a> (the supposed inverse relationship between unemployment and inflation) holds, or like <a href="https://www.vox.com/2014/11/14/7027823/nairu-natural-rate-unemployment" target="_blank">nobody really knows </a>where the NAIRU (the rate of unemployment below which inflation kicks in) is at a given time (or how to even calculate it).<br />
<br />
So, in light of this intellectual void (whether they publicly acknowledge it or not), and in the face of an induced economic coma, the FED has found the perfect moment to break with everything it has ever done and plunged into an absolute new world by issuing its own "<a href="https://www.ecb.europa.eu/press/key/date/2012/html/sp120726.en.html" target="_blank">whatever it takes</a>". Only problem is this "break" is just one of magnitude, not of direction. When all you have is a hammer, everything looks like a nail, I guess. The stimuli the FED has enacted in the past (QE's 1 through 3) have always been finite. <a href="https://www.cnbc.com/2020/03/23/fed-announces-a-slew-of-new-programs-to-help-markets-including-open-ended-asset-purchases.html" target="_blank">This one is infinite</a>. Past QE rounds bought financial securities issued/backed by the government in the open market. This one just <a href="https://www.cnbc.com/2020/04/09/fed-fires-an-even-bigger-bazooka-expands-its-shopping-list-to-include-junk-bonds.html" target="_blank">broadened the scope</a> to the next incremental category of risk (corporate bonds). Even the programs themselves are reenactments of ones used by Bernanke <i>et al </i>in 2008 (the program to support the commercial paper market, the money market funds, the USD swap lines with select foreign Central banks).<br />
<br />
Don't get me wrong. This intervention was needed. The engineered economic collapse had to be arrested to prevent a financial crisis. And thanks to Jerome Powell's proactive and quick actions, one seems to have been averted (thank you Obama's 2008 Bank <a href="https://nypost.com/2020/03/27/banks-to-weather-coronavirus-better-than-2008-financial-crisis-report/" target="_blank">capitalization regulations</a>, BTW). But by doing more of the same (now <i>ad infinitum</i>) this has jacked up the entire system's fragility. The FED has averted the proverbial fall by kicking the can down the road for another time, exacerbating the divergence between the financial markets and the real economy. Infinite money printing might not have (and most likely will not) spike inflation, but boy has it spiked inflation of another kind:<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEge-9tGw1xH9KIKI-Fxfs-y9L0p0RB38vuD_dl9V4gvtkvKGV1ZBtZqU78dEjBNXMEktcmwOExLoVX5za4dn0VaEbky7Fg3HU3FUCB9M3skX7Y8Gct6_8dM1dzkA4l5oqNvozxcliiX5lQ/s1600/MicrosoftTeams-image.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="677" data-original-width="1187" height="226" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEge-9tGw1xH9KIKI-Fxfs-y9L0p0RB38vuD_dl9V4gvtkvKGV1ZBtZqU78dEjBNXMEktcmwOExLoVX5za4dn0VaEbky7Fg3HU3FUCB9M3skX7Y8Gct6_8dM1dzkA4l5oqNvozxcliiX5lQ/s400/MicrosoftTeams-image.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">NDX is the index that follows Tech stocks. RTY follows small companies. <br />
That hockey stick shape happened just when the FED put pedal to the metal.</td></tr>
</tbody></table>
If there's something this pandemic will cause, is for this country's recent trend to be exacerbated: More economic inequality. The newly minted money by the FED will <a href="https://economicequality.blog/2017/09/25/what-4-5-trillion-can-do-but-not-for-you/" target="_blank">directly go to inflate</a> asset bubbles in financial securities owned by the richest (<a href="https://finance.yahoo.com/news/the-richest-1-own-50-of-stocks-held-by-american-households-150758595.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAKT6ajeJaL4c2QmL8tGlW0ux4BjGGEBrTwhdTqocZbSYg68dPbATrPHUWZ1kdhpi4DKdnOCUume6S6Qy-rzM4MLF7sonWN9p67Xn-UZ-MBuzZAkT99tz6MAzvLFAd1ahip0G03-Tf9czYoptJfYP9PYs8UHNBjpOljf5F9Wec1yL" target="_blank">the top 1% owns 50% of the market</a>). The "transmission mechanism" works like a charm there.<br />
<br />
Congress has, however, unexpectedly brought about (despite their rancorous bickering) a stimulus <u><i>fiscal </i></u>package with a much better "transmission mechanism". Those $1,200 checks are going to be put on the checking accounts of people forming in line to get the meal of the day from the food bank. Forget for now about deficits. The moment is that dire. Welcome to <a href="https://www.bloomberg.com/news/features/2019-03-21/modern-monetary-theory-beginner-s-guide" target="_blank">MMT</a>. The US is not alone in this embrace of "novel" economic thinking. The UK's Central Bank has literally extended an <a href="https://finance.yahoo.com/news/u-k-government-borrow-directly-065802727.html" target="_blank">overdraft line </a>to its Government, bypassing the market. Europe is <a href="https://www.bloomberg.com/news/articles/2020-04-18/ecb-won-t-allow-any-fragmentation-of-bond-market-guindos-says" target="_blank">all in </a>as well. Yes, the moment is that dire. <br />
<br />
Of course placing the power to dole out money to the population in the hands of a politician with short-term electoral objectives is obviously dangerous, which is why Central Bank independence is needed to begin with. But the cost of that independence is the dilution of the "transmission mechanism" that blunts (in many cases even negate) the intended effects of monetary stimulus. Given the circumstances, one (fiscal profligacy) is much better than the other (monetary asset bubble inflation).<br />
<br />
Time to truly think outside the (fiscal) box. Yes. The moment is that dire.The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-77558670633642192952020-01-25T11:55:00.000-06:002020-02-06T14:50:01.161-06:00Don't Be Such A Downer.I've been told that I am a negative person. And of course, I don't think I am. My motivated reasoning kicks in and immediately tells me that I can't be <i>that </i>negative<i>. </i>But then I stop to think about it and realize that I <i>might be,</i> after all<i>. </i>Always looking at the phone for the news-break --which are generally negative. Sharing the latest story about a potential <a href="https://www.nytimes.com/2020/01/25/world/asia/china-coronavirus.html" target="_blank">pandemic</a>, or about locust swarms <a href="https://www.theguardian.com/world/gallery/2020/jan/24/billions-of-locusts-swarm-through-kenya-in-pictures" target="_blank">blanketing africa</a>, or about the potential WWIII-triggering <a href="https://www.washingtonpost.com/world/national-security/killing-of-soleimani-reflects-an-aggressive-national-security-team-not-inclined-to-curb-trump/2020/01/12/a83f5346-333c-11ea-898f-eb846b7e9feb_story.html" target="_blank">assassination of an Iranian Commander</a>. Or about the Puerto Rico <a href="https://www.washingtonpost.com/lifestyle/travel/puerto-rico-welcomes-visitors-despite-recent-earthquakes/2020/01/22/43b9c19c-3c6d-11ea-baca-eb7ace0a3455_story.html" target="_blank">earth-quake</a>.<br />
<br />
Reflecting upon that, I've settled upon a couple of ideas. Yes, I pay more attention to the negative stuff. And I share it as soon as I can (at least the significant parts). But I don't think that makes me <i>negative</i>. I think that makes me <i>human. </i>I am, just like everyone else, equipped with a bunch of mental quirks that make me (and you) gravitate towards anything threatening around you.<br />
<br />
When we are reminded of all the <a href="https://www.gapminder.org/tools/#$state$time$value=1938;;&chart-type=bubbles" target="_blank">progress</a> that humanity <a href="https://www.ted.com/talks/steven_pinker_is_the_world_getting_better_or_worse_a_look_at_the_numbers?language=en" target="_blank">has achieved</a> (falling homicide rates, less wars, less deaths from terrorist attacks, lower poverty rates, higher life expectancy rates) we more or less ignore the bright side and fall back to focusing on the threat of the day. Why? Because we were bred this way by nature. 6,500 generations of humans since we became anatomically modern selected certain traits that make us care more about dangers than about positive stuff. That's what's made us loss averse. We assess downsides more importantly than the equivalent upside. In the words of <a href="https://en.wikipedia.org/wiki/Arthur_Schopenhauer" target="_blank">Arthur Schopenhauer</a>: "<i>we feel pain, but not painlessness.</i>" Why? Because in the environment of our wild ancestors, the cost of <u><i>under</i></u>reacting to a threat equaled death. The cost of <u><i>over</i></u>reacting? Negligible. No wonder why we all err on the side of caution on these kinds of matters. <a href="https://en.wikipedia.org/wiki/Loss_aversion" target="_blank">Nobel prizes </a>have been given to people who developed these ideas.<br />
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We are also an ungrateful bunch. Or at best, forgetful. Due to this other quirk (called <a href="https://www.davemanuel.com/investor-dictionary/recency-bias/" target="_blank">recency bias</a>), we only keep in our memories the fairly recent events. In a world in which we are constantly progressing, we very soon stop to be thankful that women don't (save for extreme cases) die in childbirth anymore, or that children don't die of a common cold anymore. Or that polio is <a href="https://en.wikipedia.org/wiki/Polio_eradication" target="_blank">no longer with us</a>. All this progress is in the bank. And after a while we don't even think about it. Because those gains are ours: part of our status quo. We adapt to increases in standards of living quite fast. It's called <a href="https://www.verywellmind.com/hedonic-adaptation-4156926" target="_blank">hedonic adaptation</a>, and it's what's behind that dreadful void in the soul that keeps you from experiencing the euphoria you thought you'd get once you got <i>that one thing </i>you had longed for so long, but the moment you get it you're surprised to discover you feel <i>nothing</i>.<br />
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Oh, but don't you dare threaten my standard of living. My status quo is sacred, you see. Any threat to it, and we guard it with tooth and nail. My loss aversion might have served to guard my life in the hunter-gatherer days from a sneaky <a href="https://en.wikipedia.org/wiki/Saber-toothed_cat" target="_blank">saber-tooth cat</a>. Nowadays it serves me to protest Google's monstrous decision to <a href="https://www.blogger.com/blogger.g?blogID=2848479071700794490#editor/target=post;postID=7755867063364219295" target="_blank">cap their storage limit </a>for Gmail (the gall!).<br />
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So, when the media industry came up with its dictum <a href="https://www.quora.com/What-does-if-it-bleeds-it-leads-mean" target="_blank">"<i>if it bleed, it leads</i>"</a> they were simply cashing in on our quirks. Social media pretty much <a href="https://thechinonomist.blogspot.com/2018/02/beware-of-shark.html" target="_blank">exists because of them</a>. Politicians <a href="https://thechinonomist.blogspot.com/2018/12/emotional-times.html" target="_blank">weaponize </a>them against ourselves for political gain. One for them <a href="https://thechinonomist.blogspot.com/2018/11/parasites-parasites-everywhere.html" target="_blank">excels </a>at it. They all know that bad news travel faster than good ones, and there's money to be made with that flow. What an unfortunate manifestation of <a href="https://en.wikipedia.org/wiki/Maladaptation" target="_blank">maladaptation</a>.<br />
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The burden, of course, is placed on us, the consumer of information. The famous "noise versus signal" dilemma forces us to be <a href="https://thechinonomist.blogspot.com/2018/05/dont-fly-on-autopilot.html" target="_blank">diligent</a> and triage what's really threatening from what's really sensationalist. The key is in being aware of the true nature of the threat presented, and not succumbing to despair at the first sign of an unwanted event. Not paying attention to the negative news is hard (unless you go off the grid), and dissecting all that's thrown at you is tiring.<br />
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Easier said than done, of course. I should know.The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-17625853899242958262019-10-26T18:02:00.000-05:002020-02-06T14:50:00.980-06:00Take the red pill<span style="font-family: "georgia" , "times new roman" , serif;">I am not really sure if we really appreciate the true brilliance of the The Wachowsky brothers' <i>The Matrix</i>. Its prescience was uncanny. In 1999, they dreamed up a world in which humans were harvested for their energy, for the benefit of machines. A sentient, all-encompassing machine--originally created by humans-- developed a sense of self-interest and built an illusory world available solely to the sensory perceptions of their captive slaves, who were entertained by such illusion and kept in apocalyptic-looking pods --hooked-up to devices that fed the machine with energy.</span><br />
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<span style="font-family: "georgia" , "times new roman" , serif;">"Reality" was simply too shiny. Too engaging. Too <i>real </i>to look away from. You needed to take the red pill to <i>wake up</i>.</span><br />
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<span style="font-family: "georgia" , "times new roman" , serif;">At the time --and up until very recently-- my idea of it all was that <i>The Matrix </i>was just a very sophisticated criticism of Capitalism. A "<i>call to arms</i>" of sorts to all nine-to-fivers who despised their monotonous jobs, felt utterly empty and purposeless, and desperately needed to unshackle themselves from their ball and chain to fulfill the true calling of their lives. A very romantic idea. And cool. And heroic. </span><br />
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<span style="font-family: "georgia" , "times new roman" , serif;">But then Big Tech evolved. And with it, Capitalism morphed, too. It was (and has been) a sort of self-reinforcing mechanism. Capitalism allowed (and pushed) Big Tech to spawn, but then Big Tech drove change as well. Even if it <a href="https://www.cnet.com/news/zuckerberg-move-fast-and-break-things-isnt-how-we-operate-anymore/" target="_blank">did it fast and broke things</a>. And it revolutionized <a href="https://thechinonomist.blogspot.com/2012/01/matrix-has-you.html" target="_blank">everything</a>. And despite the altruistic, idealistic beginnings of some (Brin and Page originally despised the ad model at Google, for example) the ruthless impatience of VC money nudged them (and others) to come up with monetizable models.</span><br />
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span>
<span style="font-family: "georgia" , "times new roman" , serif;">The result was the recreation of the plot of <i>The Matrix </i>to a chilling degree. The development of predictive technology (machine intelligence) that became quasi-sentient (Big Tech's algorithms) was fed by human behavior online. The bait for us was, and continues to be, the illusion of shiny objects of convenience (maps, the app-ification of consumption) and engagement, (streaming, social media) that kidnap our conscious self. Our perception of the world is whatever the surveillance capitalist serves up for our consumption. And it is too shiny. Too real. So engaging we simply can't look away. Our zombified selves looking at our smartphones in rapt while unwittingly feeding our online behavior to Facebook Google Netflix and Twitter are just a less dramatized version of the captive slaves depicted in <a href="https://www.ecosia.org/images?q=keanu+reeves+NEO+in+the+pod+the+matrix#id=FACFCF3BC4E6275C87ED292ED1CCEFD7674E685A" target="_blank">apocalyptic pods</a> in <i>The Matrix</i>. </span><br />
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<span style="font-family: "georgia" , "times new roman" , serif;">And the reward for Big Tech has been astronomical levels of profits. </span><br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-RbXxbDLAK0k92TixpyFgPlaCV-4WxStzitSZJcrhcwuFD6o8g-pyZ4oVUs4KNo_sGNCBeZRT9EdG_y3fNBgmoPFwfiB5Y9Vfnpj86A5G-GiVWyY6kRzYlshTwTBdTi9bnV8wpnHi3-c/s1600/Capture..png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><span style="font-family: "georgia" , "times new roman" , serif;"><img border="0" data-original-height="234" data-original-width="507" height="147" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-RbXxbDLAK0k92TixpyFgPlaCV-4WxStzitSZJcrhcwuFD6o8g-pyZ4oVUs4KNo_sGNCBeZRT9EdG_y3fNBgmoPFwfiB5Y9Vfnpj86A5G-GiVWyY6kRzYlshTwTBdTi9bnV8wpnHi3-c/s320/Capture..png" width="320" /></span></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "georgia" , "times new roman" , serif;">Bezos, Gates, Zuck, Page, and Brin. <br />HALF of the top ten richest men on earth are Surveilance Capitalists (as of 10/26/19, via Bloomberg)</span></td></tr>
</tbody></table>
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span>
<span style="font-family: "georgia" , "times new roman" , serif;">The way to achieve this was literally the discovery of a completely new kind of asset: the monetization our online behavior. Shoshana Zuboff's <i><a href="https://www.amazon.com/s?k=shoshana+zuboff&crid=16L38XOR8Y9VG&sprefix=shoshana+zuboff%2Caps%2C178&ref=nb_sb_ss_sc_1_8" target="_blank"><b>behavioral surplus</b></a>. </i>An asset so new and inconspicuous, we didn't even know we owned it until someone else started stealing it from us. An asset so precious and valuable its unbridled and unregulated exploitation minted five of the ten richest men alive. A gold rush of proportions so monumental that every respectable corporation (with the honorable exception of Apple) are currently <a href="https://www.datapine.com/blog/big-data-in-retail-examples/" target="_blank">scrambling </a>to capture it for their benefit. <a href="https://www.bloomberg.com/news/articles/2019-02-11/amazon-has-a-big-advertising-business-walmart-wants-one-too" target="_blank">Wal-Mart, Target, Kroger</a>. Those who don't <a href="https://www.cisco.com/c/dam/en_us/solutions/industries/retail/digitalroadmap.pdf" target="_blank">will be crushed</a>, they warn each other. Government, with the <a href="https://thechinonomist.blogspot.com/2019/05/mind-gap.html" target="_blank">typical lag</a> that characterizes a group of senile officials <a href="https://twitter.com/FoxNews/status/983791899940130818?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E983791899940130818&ref_url=https%3A%2F%2Fwww.mediaite.com%2Ftv%2Forrin-hatch-how-does-facebook-make-money-mark-zuckerberg-we-run-ads%2F" target="_blank">who are clueless</a> about what's happening around them, is starting (for the wrong reasons) <a href="https://deadline.com/2019/10/facebook-shares-fall-as-most-states-join-antitrust-probe-mark-zuckerberg-goes-on-the-stump-1202766450/" target="_blank">to pressure </a>Big Tech. My hope is that they eventually target the root of the problem (the unethical harvesting of our online behavior without our proper consent) and not the symptom (the monopolistic power this harvesting allows) but my expectations are low.</span><br />
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<span style="font-family: "georgia" , "times new roman" , serif;">In the movie, a bigger-than-life hero (literally dubbed "the one") took the red pill, broke the spell of the illusory reality he lived in, led a revolution and conquered the machines. As usual, reality is much less romantic, cool, or heroic. We don't have a Neo. Government officials at the highest levels can't even decipher how Facebook makes money. They are chasing Big Tech with regulations created in <a href="https://en.wikipedia.org/wiki/Sherman_Antitrust_Act_of_1890" target="_blank">the 1800's</a>, and the concept of behavioral surplus does not even exist in the law, never mind as a human right. </span><br />
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<span style="font-family: "georgia" , "times new roman" , serif;">Against this backdrop, all we're left to do is "wake up" ourselves. Take the red pill and unplug from our smartphones. Cuz our Neo is nowhere to be found.</span>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-50960447801767047292019-08-23T17:42:00.002-05:002020-02-06T14:50:01.071-06:00Thoughts on Capitalism<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;">You know there's a problem with Capitalism when Ray Dalio, a guy who has made billions in the financial markets is saying that capitalism </span><a href="https://economicprinciples.org/Why-and-How-Capitalism-Needs-To-Be-Reformed/" style="font-family: arial, helvetica, sans-serif;" target="_blank">will explode into an armed revolution</a><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> if we don't reform it.</span><br />
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<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;">You know there's a problem with Capitalism when the Business Roundtable announces that they've </span><a href="https://www.businessroundtable.org/business-roundtable-redefines-the-purpose-of-a-corporation-to-promote-an-economy-that-serves-all-americans" style="font-family: arial, helvetica, sans-serif;" target="_blank">formally and officially renounced shareholder primacy</a><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;">.</span><br />
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<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;">If the guys who stand to benefit the most from Capitalism are calling for reform, it is definitely indication that the fire has reached the backyard.</span><br />
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<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">Capitalism is akin to nature. Its natural selection process is the free market, in which competition selects winners over losers. Just like Evolution uses natural selection to arrive at fitter species, Capitalism uses the market to arrive at </span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">"fitter citizens" (</span><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">wealthy citizens). But Evolution does not know about ethics (it is a mental construct devised by society, after all), nor does it carry a specific purpose (it isn't teleological). Here is where Capitalism differs from nature. As Capitalism replicates nature's iterative process through free markets, Ethics <i>should </i>be a consideration. Purpose <i>should </i>guide markets' actions. But it isn't and it doesn't. Which is why </span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">Dalio and the Business Roundtable are</span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> sounding the alarm.</span><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;"> </span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">While fitness in evolutionary terms means the ability to pass on genes that perpetuate themselves via reproduction, fitness in Capitalism means accumulation of wealth. But, is Jeff Bezos astronomical wealth accumulation ethical? Does it carry a purpose? </span><br />
<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><br /></span>
<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">I don't know. All I know is that the argument that Capitalism's purpose is to achieve societal prosperity just does not ring true these days. Not when inequality is so obscene that 4</span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">0% of the population </span><a href="https://www.federalreserve.gov/publications/files/2017-report-economic-well-being-us-households-201805.pdf" style="font-family: arial, helvetica, sans-serif;" target="_blank">can't afford an unexpected $400 expense</a> <span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">in the richest nation on earth. Not when being born poor means </span><span style="background-color: white; color: #222222; font-family: arial, helvetica, sans-serif;">being</span><span style="background-color: white; color: #222222; font-family: arial, helvetica, sans-serif;"> </span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">stuck</span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> </span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">poor.</span><br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="142" src="https://economicprinciples.org/assets/capitalism-fig-07-eb5898234351951d238a5dd34ab91dc1cd817145eee423777f94be8705d38a8a.png" style="margin-left: auto; margin-right: auto;" width="400" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Red: % people in BOTTOM Quartile born to Bottom Quartile Parents<br />
Blue: % of people in TOP Bottom born to Bottom Quartile parents.<br />
Source: <a href="https://economicprinciples.org/Why-and-How-Capitalism-Needs-To-Be-Reformed/" target="_blank">Dalio</a></td></tr>
</tbody></table>
<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><br /></span>
<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">Maybe the whole <i><a href="http://www.aei.org/publication/dont-tell-bernie-sanders-but-capitalism-has-made-human-life-fantastically-better-heres-how/" target="_blank">Capitalism=Prosperity</a></i> meme </span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">is really just a <a href="https://thechinonomist.blogspot.com/2018/11/parasites-parasites-everywhere.html" target="_blank">narrative</a> concocted by those who individually benefit from it: a trick to <a href="https://www.theatlantic.com/magazine/archive/2018/06/the-birth-of-a-new-american-aristocracy/559130/" target="_blank">perpetuate their own economic fitness</a>. But then again, why if those economically fitter people <i style="text-decoration-line: underline;">do deserve</i> what they have? What if it's the result of true effort, ambition and sheer merit? </span><br />
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<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">Financial asset markets are IQ tournaments where millions of very smart people get skinned by hyper-smart people, who in turn get clobbered by astronomically fast trading algorithms. And then a crash happens. The matches in these tournaments are of course represented by each transaction, in which each side is secretly hoping the other one knows less about the asset being exchanged (in essence, trying to scam each other) and the winner is declared when she (<i>it</i>, if it's an algo) finds a less smart counterpart to dump (at a higher price) the asset she had acquired from someone who was trying to skin her in the first place. It doesn't take much to figure out that this zero-sum game creates little value for society. Those inevitable market crashes occur simply because all those gains for the most part have to eventually be given back (<i>it's a zero sum game!</i>), with the least smart being the ones funding this wealth transfer from the very smart to the hyper smart. </span></span><br />
<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;"><br /></span></span><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">But wait. Haven't we all heard that capitalism is the best alternative available? (<a href="https://www.aljazeera.com/ajimpact/state-venezuelan-displacement-starvation-multiply-190819211122417.html" target="_blank">better than socialism</a>, for sure). Financial markets allow for resources to be magically allocated by the grace of the self-interest of its participants. No considerations required for your fellow man. Friedman's <i><a href="https://www.nytimes.com/1970/09/13/archives/article-15-no-title.html" target="_blank">greed is good</a> </i>and all that. It goes like this: A saver finds a middle man with fancy offices to take his savings and gets paid rent to lend his hard-earned cash to allow for another person to invest it in exchange for the promise to return it whole plus rent. Contractual assurances guarantee the fulfillment of the promise, or else the guy who breaks the promise gets punished. Many borrowers</span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> </span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">of that</span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> middle man do in turn place that money with <i>another </i>middle man, who in turn lends more money forward, </span><i style="color: #222222; font-family: arial, helvetica, sans-serif;">and money literally multiplies. </i><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">It doesn't take much to figure out that this pyramid scheme </span><i style="color: #222222; font-family: arial, helvetica, sans-serif;">does</i><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> create some value for society (as long as the savers don't <a href="https://en.wikipedia.org/wiki/List_of_bank_runs" target="_blank">retrieve their savings</a> all at the same time). </span><br />
<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><br /></span>
<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;"><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;">In the middle man example, comparative advantage allows </span>someone who has relative abundance of something --savings-- to exchange it with someone else who has comparative advantage of something else --a business plan. Both actually benefit. More than that: <i>both want the other to succeed</i>. An actual link of goodwill is established. In the IQ tournament of financial smart-asses, not so much. The societal benefit of resource allocation breaks down when two people exchange assets with the hidden intent of trying to scam each other. The de-humanization and callousness of such exchanges, crystallized in the rise of the <a href="https://en.wikipedia.org/wiki/Spoofing_(finance)" target="_blank">algorithm</a>, is just the exacerbation of the disease. Forget about any link of goodwill.</span></span><br />
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<span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">It is only when you consider Ethics that you are moved to think about the legitimacy of it all. In utilitarian terms, the fact that the top 40% owns 10x </span></span><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">what the bottom 60% does </span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">(in 1980 it was 6x) </span><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">is just wrong. Rawls' theory of justice is crushed into the ground when you learn that U.S. social mobility is so low that 42% of kids born in the bottom quintile don't escape that quintile when they grow up, and that only 8% of those in the bottom grow to be part of the first quintile. While in Scandinavian countries, 74% of kids in the bottom quintile <i>escape </i>the bottom a generation later, with 13% of them leapfrogging to the top. You don't think in ethical terms </span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">(utilitarian or Rawlsian)</span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> </span><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white;">when a lion dismembers a zebra for lunch. Instances of evolutionary fitness assertion are somehow exempt from our judgment. But no matter your political proclivities, we <i>do</i> find unethical that a hyper-smart Goldman Sachs investment banker sold a CDO made of crappy mortgages to a not-sufficiently-hyper-smart pension fund manager to assert economic fitness. Somehow, w</span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">e care about the not-sufficiently-hyper-smart fund manager here because we evolved to feel empathy for others. We expect a modicum of goodwill and honorability. </span><br />
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<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">Ethics implies a humane consideration for your fellow man. It fosters cooperation, <a href="https://thechinonomist.blogspot.com/2019/04/low-red-cell-count.html" target="_blank">trust </a>and reciprocity amongst people. This is clearly is not currently embedded in the incentives, laws, taxation, and --most important of all-- <i>in the culture of </i>Capitalism. </span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">But it could be. And it must, if we are to avoid a plunge into <a href="https://thechinonomist.blogspot.com/2012/03/we-are-lost.html" target="_blank">darker times</a>.</span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> </span><br />
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<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">Somehow we've come to accept that </span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">the hyper smart lion must economically dismember the very smart zebra in the financial Savannah. </span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">Instances of economic fitness assertion are somehow exempt from our judgment.</span><span style="background-color: white;"><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"> </span></span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">But they shouldn't be. Yet w</span><span style="background-color: white;"><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;">e've accepted the narrative imposed on us by Jensen, and Meckling, and Friedman. </span></span><br />
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<span style="background-color: white;"><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><i>"I'm an individual first, and a family member second. I don't care about community. Because they don't care about me. </i></span></span><span style="background-color: white;"><span style="color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><i>I determine my own fate. Because only my merits will carry me forward. </i></span></span><i style="background-color: white; color: #222222; font-family: arial, helvetica, sans-serif;">I deserve inalienable rights. </i><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;"><i>Because I am unique. I might not have to comply with my obligations; there will be suckers who fulfill them for me. And </i></span><i><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">I will crush my rivals, because if I don't I will be crushed.</span><span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">"</span></i></blockquote>
<span style="background-color: white; color: #222222; font-family: "arial" , "helvetica" , sans-serif;">Somewhere in Capitalism's body of ideology, there's room for goodwill. And for Ethics. And they can coexist with ambition and meritocracy as the motors of human progress. There is no economic alternative system. It's either this, or a worse version of this. <br /><br />Reform is badly needed.</span>The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-22227413645510882802019-07-21T18:33:00.001-05:002020-02-06T14:50:00.989-06:00I Think I'm Turning JapaneseYou and I are going to die. That much is certain. And --hopefully not much-- before that, we will burden our society and our family with the responsibility of taking care of us. Historically, the burden was carried by the children. That is why many societies have instilled in their members (I can't think of one that doesn't) the value of respect towards their elders --a societal self-preservation mechanism that allows the ageing to finally collect a loan they originally extended to society in the form of productivity when they were young.<br />
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Be it directly (via familial care) or indirectly (via tax collection), that debt is paid for by the work and effort of those coming behind --kin or not. Younger generations are thus, by definition, cursed (or blessed) by the genealogical accident that assigned them cosmic responsibility of their older generation. Their collective agency with regards to their generational responsibility is stripped from them the same way it was <i>also </i>stripped with regards to the technological comforts they get to enjoy while they roam this earth.<br />
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I personally believe that the "benefit" of having been "blessed" to live in the time of Instagram and Googlemaps is not worth the burden to have a significant chunk of our productive years garnished to pay for the sustenance of the older generation, especially while at the same time they do whatever they can to extend their lives into <a href="https://www.gapminder.org/tools/#$state$time$value=2018&delay:1200;&entities$show$country$;&/$and@$country$/$in@=arg&=bgd&=bra&=chn&=chl&=can&=nga&=pak&=ven&=usa;;;&$world_6region$/$in@=america&=europe_central_asia;;;;;;&marker$axis_y$which=life_expectancy_years&scaleType=linear&spaceRef:null;;;&ui$sidebarCollapse:true;&chart-type=linechart" target="_blank">geriatric limbo</a>. But I'll save my thoughts on that matter for a different post.<br />
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The fact of the matter is that, thanks mainly to education, fertility rates have plummeted.<br />
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<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxnhzp-l1v5sXNelp-iB8ky31gAjoe0ggvOTbxr4xwYt3_9JZvcMzC0AwwYG2M1PrNWz_b2c_6q2-AleJoSHzYwhQhTH9GtqZnDNgirx2Rtf-yredUrro9XgFhVylD9e6R018P0WiB_a8/s1600/Capture.PNG" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="694" data-original-width="1292" height="339" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxnhzp-l1v5sXNelp-iB8ky31gAjoe0ggvOTbxr4xwYt3_9JZvcMzC0AwwYG2M1PrNWz_b2c_6q2-AleJoSHzYwhQhTH9GtqZnDNgirx2Rtf-yredUrro9XgFhVylD9e6R018P0WiB_a8/s640/Capture.PNG" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Data from Gapminder.org</td></tr>
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It is indeed quite an accomplishment, from our species' standpoint. One desperately needed so that we prevent the collapse of the planet's resources (if that is even preventable at this point) and we continue our existence as a species on earth. But from a generational standpoint, this is crushing. It means that we get to be the "lucky" first generation to bear the shock of the new planetary status quo, in which we get to adapt ourselves to live in a Japanized society for the first time in the history of humankind. One where we <u><b>each </b></u>get to sustain the lives of 0.76 retirees (1.3 workers per retiree). Why do I sound like whining, you may ask? Because those same retirees, when they were young and productive in 1965, got to sustain only 0.11 retirees each (there were 9 workers per retiree then).<br />
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I really wished I was just cherry-picking the most extreme demographic case to scare you into buying this horrific narrative. The truth is that it is not only Japan that is Japanizing. Every middle and high income county is bound for Japanification...<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiXaVvQ9nxMMrosk7zyItUltQDf3SOpDHTYhId2M97qdsx3skHeP-GFjdjwY3c-ag9yYRGoOYnfgc6JsmGp182JiNbFsMQutYYYtn79nY5Y3yHnE3AbMaZsaCDbZESgTBCxmNMThk3_rj8/s1600/IMG_20190721_094006.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1165" data-original-width="896" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiXaVvQ9nxMMrosk7zyItUltQDf3SOpDHTYhId2M97qdsx3skHeP-GFjdjwY3c-ag9yYRGoOYnfgc6JsmGp182JiNbFsMQutYYYtn79nY5Y3yHnE3AbMaZsaCDbZESgTBCxmNMThk3_rj8/s640/IMG_20190721_094006.jpg" width="491" /></a></div>
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The obvious solution to this huge issue would be to import productive hands to help pay for the upcoming imbalance. Many developing countries are, after all, still far from Japanification. Demographic pyramids have not yet inverted there. They could theoretically send people to those Japanizing economies and help them with the demographic shock that's about to hit millennials around the globe.<br />
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<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQB5rSq4W8XIAyTvXs1J01hnEyYyxHeEKHywkjODTiznetA5XE9iaOlcrcPThpz6EaqhDvRsoLehQ7GrdXpnt3hqcjFT5hzxcbS303F1yukd-pZOTllxY9HmfO24W76nqAH8N_kYhbLzI/s1600/Capture.PNG" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="694" data-original-width="1287" height="344" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQB5rSq4W8XIAyTvXs1J01hnEyYyxHeEKHywkjODTiznetA5XE9iaOlcrcPThpz6EaqhDvRsoLehQ7GrdXpnt3hqcjFT5hzxcbS303F1yukd-pZOTllxY9HmfO24W76nqAH8N_kYhbLzI/s640/Capture.PNG" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Countries in the lower cluster could export productive hands to countries in the higher one. Data from Gapminder.org</td></tr>
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Yet, it is those very same countries facing Japanification which reject immigration so adamantly. It's not only the U.S., whose own president is instigating congresswomen of color to go back where they came from (<i>where that "place" is, he'd have to explain</i>), but also other countries facing japanification which had opted to take immigrants to solve their demographic dilemmas. <a href="https://www.nytimes.com/2019/07/11/business/sweden-economy-immigration.html" target="_blank">Sweden</a>, where foreign born people has gone from 11% to 19% in the last 2 decades, is struggling with the integration or refugees. Merkel, at the forefront of the fight against intolerance in Europe towards refugees, <a href="https://www.theatlantic.com/international/archive/2018/06/germany-migration-politics/563051/" target="_blank">almost lost power </a>over this issue. <a href="https://www.bbc.com/news/world-europe-34185297" target="_blank">Finland</a>'s anti-immigrant Finns Party is now the second political force there, catapulted by Fins' opposition to immigration. Japan itself has simply shut itself down to immigration. Only 1.9% of its population are immigrants, and they accept only 0.2% of refugees seeking asylum. And Brexit... well, I don't even have to bring that up.<br />
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Time is ticking, and these societies face demographic implosion. Which means the current working generation gets to bear the brunt of this generational re-alignment. They (we) will not only have to fix <a href="http://thechinonomist.blogspot.com/2017/12/the-age-warfare-era-has-officially-begun.html" target="_blank">gaping fiscal deficits </a>created by the absurdly moronic idea that tax cuts for the rich lead to less inequality (<a href="https://www.bloomberg.com/opinion/articles/2019-07-16/new-inequality-numbers-are-a-gift-to-campaign-sloganeers" target="_blank">hint, they don't</a>), but also contend with the planetary consequences of unleashing untold amounts of CO2 during our fore-bearers' quest to achieve modernity, delivering us an <a href="https://thechinonomist.blogspot.com/2019/04/the-human-super-weapon.html" target="_blank">unstable planet</a>.<br />
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This is where I am supposed to say that "<a href="https://thechinonomist.blogspot.com/2012/03/we-are-lost.html" target="_blank">all is not lost</a>". That the younger generation's attitudes towards immigration do not reflect the rightward drift all around the world, and that this generation is really concerned about the planet and determined to do something about it. This is where I say that it's only a matter of time until they really take charge of the political arena and make their demographic weight really count and reverse ominous trajectory we're embarked in. I really, really wish I could say that. The reality, however, <a href="https://www.washingtonpost.com/news/monkey-cage/wp/2019/02/11/yes-young-people-voted-at-higher-rates-in-2018-but-so-did-every-age-group/?utm_term=.9c3e407c086b" target="_blank">is different</a>. This generation keeps getting out-voted, out-interest-grouped, out-super-Pac'd, out-resonated, out-get-out-to-voted, and out-registered by their older folks. And there is nothing I see that can change this.<br />
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As much as I'd like to say "all is not lost", I can't.The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-2676817438076849862019-05-21T17:48:00.001-05:002020-02-06T14:50:01.003-06:00Mind the Gap<div class="separator" style="clear: both; text-align: left;">
Societies are an agreed-upon set of collective norms. A <a href="http://thechinonomist.blogspot.com/2019/04/low-red-cell-count.html" target="_blank">bet on everyone else's </a>behavior to cooperate for the benefit of all. Although that set is not really... <i>set</i>. Like any human construct, they evolve. Interact with their environment. They change course when faced with influencing factors. Also, not <i>every </i>member of society fulfills their agreement. Some people invariably defect (misbehave), and the collective agrees that <i>some </i>level of defection is just not worth getting that much worked-up about. Just <a href="https://projects.sfchronicle.com/trackers/sf-car-breakins/" target="_blank">ask San Franciscans</a> about car break ins. Or <a href="https://www.youtube.com/watch?v=FO0iG_P0P6M" target="_blank">John Oliver</a> about <a href="https://www.ibtimes.com/no-more-robocalls-fccs-ajit-pai-unveils-new-plan-block-annoying-unwanted-calls-2792616" target="_blank">robocalls</a>. </div>
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Behind all this lies an iterative process. After society determines it <i>can't</i> tolerate certain defection level, it pressures governmental institutions to tighten its grip via the codification of punishments directed at them damn defectors. New laws criminalizing the deleterious behavior arrive. Defection (hopefully) diminishes. </div>
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The iterative process is not only about fighting off pickpocketing or unwanted mail. As societal norms and mores evolve, so do laws. One of those influencing factors is technology, since it shapes behavior. Internal combustion transportation changed our behavior as it relates to business. The adoption of electricity changed our <a href="https://en.wikipedia.org/wiki/Circadian_rhythm" target="_blank">circadian cycles</a>. With each new technologically-induced acquired societal behavior, the codification in the law of what was societally accepted and what wasn't evolved, as well. </div>
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Historically, you could argue the process worked somewhat well. Speeding tickets went along the adoption of cars. Fines for unpaid electricity bills. But what happens when a technology shapes human behavior in ways that are simply too fast and too abrupt for this iterative cycle to keep up?</div>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhlXEhKI1E7h_plLt-zI6Vq7SEBS77P-aBuwU1-diabq0NNLAHdTJbMQgNzp5ikaqX7n3MvjcOVx3TJamJFyp9U4hpNfOiHu1GyyG-w4th8_27bTrpOmYbiexHgiItjM9INQLjJ7fBh3W8/s1600/Capture.PNG" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="459" data-original-width="583" height="502" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhlXEhKI1E7h_plLt-zI6Vq7SEBS77P-aBuwU1-diabq0NNLAHdTJbMQgNzp5ikaqX7n3MvjcOVx3TJamJFyp9U4hpNfOiHu1GyyG-w4th8_27bTrpOmYbiexHgiItjM9INQLjJ7fBh3W8/s640/Capture.PNG" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Picture drawn by me. A gross simplification, of course.</td></tr>
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A tool is something we use with a purpose. It has no agency by itself. We master its use to avail ourselves for the furtherance of a goal. Its use is by definition teleological. He/she who yields it always has an ulterior motive. The hunter-gatherer used fire to cook (furthering the goal of nutritious sustenance). César Chavez <a href="https://en.wikipedia.org/wiki/Delano_grape_strike" target="_blank">harnessed the anger</a> of grape pickers to protest for humane working conditions. But the tool <u><i>by itself </i></u>doesn't have a purpose. Left to its own devices, it's an unstable (chaotic) force. If he/she who yields it loses control over it, unpredictable outcomes arise. The hunter-gatherer trying to cook might have sparked a forest fire if fire grew uncontrolled. Cesar Chávez whipped up anger until it almost raged into riots, and had to fast for a month to control the tool (the anger) he had unleashed. </div>
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It's been said that a big part of the political instability we are currently living <a href="http://thechinonomist.blogspot.com/2018/12/emotional-times.html" target="_blank">comes from effects of social media</a>: A technological tool we've chosen to use to induce in us a spellbound mental state in order to <a href="https://thechinonomist.blogspot.com/2015/05/dont-let-your-domino-fall-alone.html" target="_blank">fight boredom</a>, unleashing the inner demons of our irrational emotions as an unintended consequence. We've lost control over it. And along with this, we've unwittingly surrendered our online behavior to <a href="https://www.amazon.com/Age-Surveillance-Capitalism-Future-Frontier/dp/1610395697" target="_blank">Surveillance Capitalists</a> in the process, making them so massively powerful that <b><u><i>their own founders</i></u></b> are <a href="https://www.nytimes.com/2019/05/09/opinion/sunday/chris-hughes-facebook-zuckerberg.html" target="_blank">calling for their breakup</a>. </div>
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While this technology has served its purpose (keeping us entertained while on the toilet), it hasn't come without a cost. Unlike past technological revolutions, this one is turbocharging the speed at which the iterative process described above occurs, broadening the Legislative Gap. And the Corrective Political Process is not keeping up pace. Polarization renders the compromise needed to legislate <a href="https://thechinonomist.blogspot.com/2017/07/eunuchs-vs-civil-servants.html" target="_blank">impossible</a>. And just like this technology revolution has impacted public's behavior and the tech industry in ways that merits new legislation, it has also thrown sand in the gears of the political process, preventing the much-needed correction. To the point of eroding the reputation of government institutions, and <a href="https://thechinonomist.blogspot.com/2019/04/low-red-cell-count.html" target="_blank">scaring competent public servants</a> off (leaving the incompetent ones behind). </div>
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This may be a <a href="https://en.wikipedia.org/wiki/Tautology_%28logic%29" target="_blank">tautology</a>, but the new landscape renders the current political system obsolete. Elected officials, by virtue of the profile that's currently favored at election times, aren't suited at all to face these rapidly changing times. The <a href="https://www.economist.com/international/2019/05/18/the-boundaries-between-politics-and-stand-up-comedy-are-crumbling?fsrc=scn/fb/te/bl/ed/theboundariesbetweenpoliticsandstandupcomedyarecrumblinglaughingmatters" target="_blank">rise of comedian politician</a> (the "cometitian") being just the latest, most depressing sign of the current system's obsolescence. Nothing says "<i>the political system is a sad, cruel joke</i>" better than a <a href="https://www.washingtonpost.com/world/2019/04/19/what-happens-when-comedian-turns-politician-ukraine-hopes-its-not-punch-line/?utm_term=.32ab8deb5120" target="_blank">bunch of clowns </a>leading it.</div>
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The Gap keeps growing, and nothing seems to be closing it. We are drifting, and maybe not just temporarily.</div>
The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-25846539754080604522019-04-21T12:07:00.000-05:002020-02-06T14:50:00.996-06:00Low Red Cell CountTrust is the lifeblood that keeps societies alive, and by extension, what keeps the lives of hundreds of millions of people from harm. Without trust, societies can't exist. You need to trust that your employer will honor your salary, your bank to keep your money safe, and your Angie's list-sourced plumber to not show up with an ax to chop your head off.<br />
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At the beginning of human existence, morals and reputation within the tribe represented a kind of currency of value, which was used to interact cooperatively and constructively to further the shared goals of survival. Trust, it can be argued, <a href="https://thechinonomist.blogspot.com/2015/05/dont-let-your-domino-fall-alone.html" target="_blank">is behind human's success</a> on this planet. As hunter-gatherer groups grew in size, our brains' mental capacities to assimilate and process trust maxed out. After all, keeping a mental score of the number of people that have betrayed you in the tribe reaches a limit (called the <a href="https://en.wikipedia.org/wiki/Dunbar%27s_number" target="_blank">Dunbar number</a>) fairly quickly. Due to this mental ceiling, humankind demographic growth was constricted.<br />
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But then the next generation of trust-building was invented: government and institutions. The great innovation consisted of outsourcing the mental score-keeping of remembering who to trust to a centralized entity. Not only the institution <i>per se </i>kept track of it, but also those who abode by the tenets embedded in those trusted institutions were --by implication-- trusted individuals. People could afford --at much less intellectual expense-- to trust <i>the system imposed by the institution</i> instead of every person individually.<br />
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But of course, an explicit agreement to uphold the institution's rules is required, or else none of this matter. Trust is, despite all, a bet on the future behavior on somebody else. And without that agreement, you're bound to lose your bet. By lending legitimacy to those institutions, we are in a way coaxed into obeying what those institutions dictate --a pledge of allegiance of sorts. A persuasion that keeps people from defecting, compelling them to act cooperatively for the proper functioning of society. When the behavior that's fomented by the institution entails acting against our own short term benefit for the benefit of a society as a whole, a high-functioning society reaches a stable equilibrium. We prosper. We no longer have to spend our day protecting our belongings from theft and are able to afford non-survivalist endeavors. Like writing a silly, boring blog.<br />
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<i>Institutions are, hence, the lifeblood that keeps societies alive these days, and by extension, what keeps the lives of hundreds of millions of people from harm.</i><br />
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But then (first gradually and then suddenly) institutions <a href="https://thechinonomist.blogspot.com/2018/12/emotional-times.html" target="_blank">became illegitimate</a>. People started to withdraw their trust in them --mostly because of social media, <a href="https://thechinonomist.blogspot.com/2018/02/beware-of-shark.html" target="_blank">if you ask me</a>. Everyone started questioning them. <a href="https://thechinonomist.blogspot.com/2016/11/the-disruption-of-truth.html" target="_blank">Got pissed</a> at them. Became toxic.<br />
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Reneging on them became the norm, not the exception. Shitting on them even became cool. And those who jumped on the "shit on institutions" wagon got popular. One even actually rode that wagon into the oval office. And things have been shaking ever since. <br />
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Institutions are not magical places that we imagine into existence. Yes, they need the allegiance of the people who believe in them, but they are also very tangible places of work, sweat and dedication. If institutions are the lifeblood of society, their red cells are the competent, honest people who run them. If institutions don't have them, they can't fulfill their goal. When people perceive that institutions can't fulfill their goals, they withdraw their vote of confidence from them. And an institution <i>is nothing </i>without the legitimacy that emanates from the trust of the people. Without it, the persuasion that keeps people from defecting dissolves, and anarchy ensues.<br />
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Turns out that this <a href="https://www.theguardian.com/news/2018/sep/27/this-guy-doesnt-know-anything-the-inside-story-of-trumps-shambolic-transition-team" target="_blank">massively inexperienced </a>administration, whose aim was "<a href="https://www.washingtonpost.com/politics/top-wh-strategist-vows-a-daily-fight-for-deconstruction-of-the-administrative-state/2017/02/23/03f6b8da-f9ea-11e6-bf01-d47f8cf9b643_story.html?utm_term=.dac909af01b2" target="_blank"><i>the deconstruction of the administrative state</i></a>", is well on its way to deprive institutions --the lifeblood of society-- of their red cells. And in the process, risking the very legitimacy that summons them into existence. The hemorrhage is severe. Not just of <a href="https://www.nytimes.com/2017/07/31/us/politics/trump-white-house-obamacare-health.html" target="_blank">cancerous</a>, <a href="https://www.nytimes.com/2017/08/25/us/politics/sebastian-gorka-leaves-white-house.html" target="_blank">leukemia-ridden</a> cells, but also of <a href="https://www.theatlantic.com/politics/archive/2018/12/john-kelly-white-house-chief-of-staff-leaving/569779/" target="_blank">healthy</a>, <a href="https://www.politico.com/story/2018/04/06/mcmaster-last-day-white-house-507282" target="_blank">oxygen-rich</a> ones.<br />
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And now we start to see (<i>surprise!</i>) that people <a href="https://www.nytimes.com/2018/12/09/us/politics/nick-ayers-trump-chief-of-staff.html" target="_blank">don't want to work </a>there anymore. The capable ones are running away, scared of the potential destruction of their future professional lives, while the only ones left are sycophants, opportunists, crooks, or incompetent, unprepared innocents incapable of calculating the costs of joining an utterly despised institution. Why joining an underpaid, underappreciated job in a place people hate?<br />
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The red cell count is going dangerously low, and I don't know if we are even aware that leukemia has set in.The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0tag:blogger.com,1999:blog-2848479071700794490.post-84782295043424354152019-04-14T12:04:00.002-05:002020-02-06T14:50:01.190-06:00The Human Super WeaponThe human brain is a marvelous adaptation. More than that. It's our super weapon.<br />
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If we measured its capacity in bytes, it would be equivalent to 2.5 petabytes (or 2.5 million Gigabytes). For those who want to measure it in more palatable units, that's roughly <a href="https://www.researchgate.net/post/What_is_the_memory_capacity_of_the_human_brain" target="_blank">3 million hours of TV shows</a>. No wonder why it's such an <a href="https://io9.gizmodo.com/how-many-calories-does-thinking-burn-5920970" target="_blank">energy suck</a>: with only 3% of our body mass, it uses 20% of the body's total blood supply <i>and </i>25% of its oxygen.<br />
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Our brain is what made us competitive in nature, what's allowed us to increase our standard of living, and what facilitated the domination of the elements for the exclusive and selfish benefit of our kin. And maybe, too, for the benefit of one or two super lucky chosen species that we like over the rest of the animal kingdom because we happened to breed them to <i>our </i>liking.<br />
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But before we dominated the planet, natural selection was this randomized process of trial and error in which each species could get better generation after generation by (unwittingly) sacrificing their weak. Unfit lines of genes ceased to be and fitter ones got to pass on their more successful traits in this purposeless random walk called evolution. By eliminating of those useless traits, the process recorded what did <i>not </i>work and only tried new traits in the next generation. In other words, <i>evolving </i><i>species developed a conscious-less memory, </i>which was useful when the next generation faced the same fixed, predictable environment that had beaten their weakest in the past.<br />
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And iteration after iteration, Evolution randomly produced us. Then at some point 50,000 years ago, an upgrade occurred. Societal behavior spearheaded an explosion of human ingenuity, and our brains <a href="https://thechinonomist.blogspot.com/2015/05/dont-let-your-domino-fall-alone.html" target="_blank">exploded in size</a>, developing memory, and producing cognitive tools to record knowledge like language, and later on, the alphabet. We had finally developed our super-weapon. And thus we were able to record our experience in our fixed, predictable environment in our memories, and later on in our oral history through language, and then in books through the alphabet. And we built a human information bank that allowed us to better adapt to our fixed, predictable environment <i><u>without the need to sacrifice the weakest of our species</u></i>. Agriculture. Hygiene. Medicine. Science. Architecture. Industrial production... you name it. In doing this, we had finally one-upped evolution's natural selection process.<br />
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Thus, we have "human-formed" the planet for our service. Dams, canals, and the razing of entire continents to plant human-edible crops and let cattle roam to get fatter and then slaughtered at rates so <a href="https://www.bloomberg.com/news/articles/2019-02-01/killing-22-hogs-a-minute-meatpackers-test-old-limits-of-safety" target="_blank">incredibly fast</a> they defy the human capacity of inspectors in charge of certifying the killing conditions aren't breeding grounds for the next pandemic. All in the name of profits and due to our insatiable demand for food. After all, our super-weapon needs to be fed good quality, complex protein. <br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjg0cQ9UxJFQV1aoYqxIHZi2jgmHb0uXkiEW8-x7OgBubz8sgizUL4bGR5v5EXxGHhqF86jb3OOlUpJoWsk8Cbr6fC62oJQefmvuyaTAibfZB0yupiWmfXJky78ttRL1t5nnUNJEFcJjtw/s1600/Capture.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="478" data-original-width="752" height="404" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjg0cQ9UxJFQV1aoYqxIHZi2jgmHb0uXkiEW8-x7OgBubz8sgizUL4bGR5v5EXxGHhqF86jb3OOlUpJoWsk8Cbr6fC62oJQefmvuyaTAibfZB0yupiWmfXJky78ttRL1t5nnUNJEFcJjtw/s640/Capture.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">U.S. Department of Agriculture divides the U.S. into six major types of land. Each square on the map represents 250,000 acres of land dedicated to the label. Here, plots are lumped by label. More info <a href="https://www.bloomberg.com/graphics/2018-us-land-use/" target="_blank">here</a>.</td></tr>
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But, turns out that, in one-upping evolution's natural selection, we have yielded our super-weapon to upend this process and supplant it with its new turbo-charged version: <i>human selection</i>. If natural selection was this randomized purpose-less process, human selection is entirely <a href="https://en.wikipedia.org/wiki/Teleology" target="_blank">teleological</a>. It only advances human objectives. The result is the survival a very select set of species that further human goals, and the wipe out of all the others that don't.<br />
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In one word: the <a href="https://en.wikipedia.org/wiki/Anthropocene" target="_blank">Anthropocene</a>,<br />
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Alas, if only this scenario was a stable one. You can't upend the mechanism that has for billions of years sustained life in this planet and expect the very environment that underpinned it to not change as well. If species counted on natural selection to get better at beating their fixed, predictable environment the next generation around, human selection has made that environment <a href="https://www.rollingstone.com/politics/politics-features/bill-mckibben-falter-climate-change-817310/amp/" target="_blank">unfixed, and unfathomably unpredictable</a>. <br />
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We've yielded our weapon at the hand that has fed us for millions of years. And now we're about to find out how hard that hand can hit back.The Chinonomisthttp://www.blogger.com/profile/08106757954345596438noreply@blogger.com0