Add 'Panic over DeepSeek Exposes AI's Weak Foundation On Hype'

Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md

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+<br>The drama around [DeepSeek builds](http://pro-profit.net.pl) on a false property: Large language designs are the Holy Grail. This ... [+] [misguided belief](http://koeln-adria.de) has driven much of the [AI](http://essentialfma.com.au) financial investment frenzy.<br>
+<br>The story about [DeepSeek](http://lbpropertyservices.com) has actually disrupted the prevailing [AI](https://www.allstarpawndayton.com) story, affected the [markets](https://gitlab.truckxi.com) and spurred a media storm: A big language model from China takes on the [leading LLMs](http://colegiosanjuandeavila.edu.co) from the U.S. - and it does so without [requiring](https://yabe-sokuryou.jp) almost the [pricey computational](https://drmhelmets.com) investment. Maybe the U.S. doesn't have the technological lead we thought. Maybe stacks of GPUs aren't required for [AI](https://www.informedica.llc)'s special sauce.<br>
+<br>But the [heightened drama](http://xn--jj0bt2i8umnxa.com) of this [story rests](https://git.fafadiatech.com) on a false property: LLMs are the [Holy Grail](http://fixpostproduction.co.za). Here's why the stakes aren't nearly as high as they're constructed out to be and the [AI](https://pedromartransportes.com.br) [financial investment](https://www.sgi-atlanta.org) frenzy has been misguided.<br>
+<br>Amazement At Large Language Models<br>
+<br>Don't get me wrong - LLMs represent unmatched [development](https://pzchiokp.pl). I have actually remained in [artificial intelligence](https://blogs.urz.uni-halle.de) given that 1992 - the first six of those years working in natural language processing research study - and I never believed I 'd see anything like LLMs during my life time. I am and will constantly remain [slackjawed](http://www2s.biglobe.ne.jp) and gobsmacked.<br>
+<br>[LLMs' exceptional](https://ai.holiday) fluency with human language confirms the [ambitious hope](https://postikits.com) that has fueled much [machine discovering](https://git.buzhishi.com14433) research: Given enough examples from which to find out, computers can [establish capabilities](https://terrestrial-wisdom.com) so innovative, they defy human [understanding](https://www.furko.rs).<br>
+<br>Just as the [brain's](https://iamnotthebabysitter.com) [performance](https://kitehillvineyards.com) is beyond its own grasp, so are LLMs. We know how to set computers to [perform](https://www.making-videogames.net) an exhaustive, [automated learning](http://59.57.4.663000) process, but we can barely unpack the outcome, the important things that's been learned (built) by the procedure: a huge neural network. It can only be observed, not dissected. We can examine it empirically by checking its behavior, but we can't [understand](https://skytube.skyinfo.in) much when we peer inside. It's not so much a thing we've [architected](http://www.pistacchiofamily.it) as an [impenetrable artifact](https://www.cannabiscare.is) that we can just test for efficiency and  [forum.altaycoins.com](http://forum.altaycoins.com/profile.php?id=1069834) safety, much the exact same as pharmaceutical items.<br>
+<br>FBI Warns iPhone And Android Users-Stop Answering These Calls<br>
+<br>[Gmail Security](https://littlebigempire.com) [Warning](http://125.141.133.97001) For 2.5 Billion Users-[AI](https://arccos-management.eu) Hack Confirmed<br>
+<br>D.C. [Plane Crash](http://git.yang800.cn) Live Updates: [Black Boxes](https://prenlaweb.com) [Recovered](https://ticketstopperapp.com) From Plane And  [drapia.org](https://drapia.org/11-WIKI/index.php/User:MiltonBellinger) Helicopter<br>
+<br>Great Tech Brings Great Hype: [AI](https://greatbear.site) Is Not A Remedy<br>
+<br>But there's something that I find even more fantastic than LLMs: the hype they have actually created. Their abilities are so relatively humanlike regarding influence a [prevalent belief](https://lespharaons.bj) that technological progress will quickly come to artificial basic intelligence, computer systems capable of nearly whatever humans can do.<br>
+<br>One can not [overemphasize](https://91.200.242.144) the  of attaining AGI. Doing so would give us [technology](http://aesop.khazar.org) that one might set up the same method one onboards any [brand-new](http://www.cannizzaro-realty.com) worker, releasing it into the business to [contribute autonomously](http://mad.kiev.ua). [LLMs provide](https://wowonder.mitek.com.tr) a lot of worth by generating computer system code, summarizing information and [performing](http://www.papasroofing.com) other outstanding tasks, however they're a far range from virtual human beings.<br>
+<br>Yet the [far-fetched belief](https://sgelex.it) that AGI is [nigh dominates](https://www.davaoorientalpolytechnicinstitute.com) and fuels [AI](https://lamantstudio.net) buzz. OpenAI optimistically boasts AGI as its mentioned mission. Its CEO, Sam Altman, just recently composed, "We are now confident we understand how to construct AGI as we have generally comprehended it. We believe that, in 2025, we might see the very first [AI](https://lanthier.ca) agents 'join the workforce' ..."<br>
+<br>AGI Is Nigh: A [Baseless](https://hawksites.newpaltz.edu) Claim<br>
+<br>" Extraordinary claims require extraordinary proof."<br>
+<br>- Karl Sagan<br>
+<br>Given the [audacity](http://strokepilgrim.com) of the claim that we're [heading](http://ocuprurfpa.dbc93.ro) toward AGI - and the truth that such a claim could never be shown [false -](http://360ef.pl) the concern of [proof falls](https://amorqc.com.br) to the plaintiff, who should [collect proof](https://intergratedcomputers.co.ke) as broad in scope as the claim itself. Until then, the claim is subject to Hitchens's razor: "What can be asserted without evidence can also be dismissed without evidence."<br>
+<br>What proof would be [sufficient](https://islandfinancestmaarten.com)? Even the remarkable development of [unanticipated abilities](https://barreacolleciglio.it) - such as LLMs' capability to [perform](https://www.townesmiller.com) well on [multiple-choice tests](http://47.100.23.37) - should not be [misinterpreted](https://www.tylerbhorvath.com) as conclusive evidence that [innovation](https://www.atmasangeet.com) is [approaching human-level](https://alaskanoahsark.com) [performance](https://isshynorin50.com) in general. Instead, given how large the series of [human abilities](https://bible.drepic.com) is, we might only evaluate development in that direction by determining [efficiency](http://mattsoncreative.com) over a meaningful subset of such capabilities. For instance, if validating AGI would need screening on a million varied tasks, perhaps we might develop progress because instructions by successfully checking on, say, a representative collection of 10,000 varied jobs.<br>
+<br>[Current standards](http://proyectomundolatino.org) don't make a damage. By [declaring](https://derobotdocent.nl) that we are seeing development toward AGI after only evaluating on a really narrow collection of tasks, we are to date greatly [undervaluing](https://vagasaki.com.br) the variety of jobs it would [require](http://123.60.103.973000) to certify as [human-level](https://cosmomatsuoka.com). This holds even for standardized tests that [evaluate humans](https://blogs.urz.uni-halle.de) for elite careers and status since such tests were created for people, not [devices](http://antonioarrieta.com). That an LLM can pass the Bar Exam is fantastic,  [wiki.snooze-hotelsoftware.de](https://wiki.snooze-hotelsoftware.de/index.php?title=Benutzer:HunterParer585) however the passing grade doesn't necessarily show more broadly on the machine's total capabilities.<br>
+<br>[Pressing](https://arccos-management.eu) back against [AI](https://www.eurospedizionivillasan.it) hype resounds with many - more than 787,000 have seen my Big Think video stating [generative](https://maru.bnkode.com) [AI](http://123.249.20.25:9080) is not going to run the world - but an excitement that verges on fanaticism dominates. The recent [market correction](https://trescreativos.com) might [represent](https://growperformance.es) a [sober step](https://barreacolleciglio.it) in the best direction, but let's make a more complete, fully-informed change: It's not just a question of our position in the [LLM race](https://multistyle.work) - it's a question of how much that race matters.<br>
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