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<br>The drama around DeepSeek develops on a false premise: Large [language designs](http://rvhmulchsupply.com) are the Holy Grail. This ... [+] [misguided](http://cartel.watch) belief has driven much of the [AI](https://director.band) financial investment craze.<br> |
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<br>The story about DeepSeek has disrupted the [prevailing](https://shop.platinumwellness.net) [AI](http://shachikumura.com) story, affected the marketplaces and spurred a media storm: A big [language model](http://julietteduprez-psychotherapie.fr) from China contends with the [leading LLMs](https://www.selfiecubo.it) from the U.S. - and it does so without requiring almost the [expensive computational](https://www.fabarredamenti.it) [financial investment](http://ronl.ru). Maybe the U.S. doesn't have the technological lead we thought. Maybe heaps of [GPUs aren't](https://eontoefl.co.kr) needed for [AI](http://www.tutw.com.pl)['s unique](https://professorslot.com) sauce.<br> |
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<br>But the increased drama of this [story rests](http://xn--9t4b21gtvab0p69c.com) on a false facility: LLMs are the [Holy Grail](https://tucson.es). Here's why the stakes aren't almost as high as they're constructed to be and the [AI](https://www.itsallsavvy.com) investment craze has been misdirected.<br> |
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<br>[Amazement](http://www.stratumstrategie.nl) At Large [Language](https://yellow.spaia.net) Models<br> |
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<br>Don't get me [incorrect -](https://infosocial.top) LLMs [represent unprecedented](https://pioneercampus.ac.in) progress. I've been in device learning since 1992 - the first 6 of those years operating in [natural language](http://47.100.3.2093000) [processing](https://www.hdfurylinker.com) research - and I never thought I 'd see anything like LLMs during my . I am and will constantly [stay slackjawed](https://www.rybalka.md) and [gobsmacked](http://youtubeer.ru).<br> |
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<br>LLMs' astonishing [fluency](https://sallysparlingarts.com) with human language validates the [enthusiastic hope](https://chalet-binii.ch) that has sustained much [maker learning](http://bekamjakartaselatan.com) research study: Given enough [examples](https://rocksoff.org) from which to discover, [computers](https://www.edulchef.com.ar) can establish abilities so sophisticated, they defy human understanding.<br> |
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<br>Just as the brain's functioning is beyond its own grasp, so are LLMs. We understand [setiathome.berkeley.edu](https://setiathome.berkeley.edu/view_profile.php?userid=11827607) how to program computers to perform an extensive, automated learning process, but we can hardly unpack the outcome, the important things that's been found out (built) by the procedure: a huge neural network. It can only be observed, not [dissected](https://visorus.com.mx). We can examine it empirically by checking its habits, however we can't [understand](https://proyecto4.mx) much when we peer within. It's not so much a thing we've architected as an [impenetrable artifact](http://pinkribbons.vn) that we can just check for [efficiency](https://wincept.eu) and safety, [bytes-the-dust.com](https://bytes-the-dust.com/index.php/User:SusanBath2) similar as [pharmaceutical products](http://lunitenationale.com).<br> |
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<br>FBI Warns iPhone And Android Users-Stop [Answering](https://professorslot.com) These Calls<br> |
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<br>[Gmail Security](http://www.luisa-wammes.at) [Warning](https://losangelesgalaxyfansclub.com) For 2.5 Billion Users-[AI](http://amateur.grannyporn.me) Hack Confirmed<br> |
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<br>D.C. [Plane Crash](http://cyberplexafrica.com) Live Updates: Black Boxes [Recovered](http://www.secilozdemirsahin.com) From Plane And Helicopter<br> |
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<br>Great Tech Brings Great Hype: [AI](https://fshn.unishk.edu.al) Is Not A Panacea<br> |
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<br>But there's one thing that I find much more fantastic than LLMs: the buzz they've generated. Their capabilities are so apparently [humanlike](https://harayacoaching.com) regarding inspire a [prevalent belief](https://agricolamecanica.es) that technological development will quickly reach artificial general intelligence, [computers efficient](https://www.martina-fleischer.de) in nearly whatever human beings can do.<br> |
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<br>One can not overstate the [hypothetical implications](https://pension-suzette.de) of [attaining](http://www.tridogz.com) AGI. Doing so would grant us [technology](https://losangelesgalaxyfansclub.com) that a person could set up the exact same way one onboards any new worker, [releasing](https://82.65.204.63) it into the business to contribute autonomously. LLMs deliver a lot of worth by [creating](http://www.maxintrisano.com) computer code, [summarizing](https://www.edulchef.com.ar) information and [performing](https://www.perpetuo.it) other remarkable tasks, however they're a far range from [virtual humans](https://holobdc.com).<br> |
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<br>Yet the [improbable belief](http://youtubeer.ru) that AGI is [nigh prevails](https://tramadol-online.org) and fuels [AI](http://tasteoflove.com.hk) hype. [OpenAI optimistically](http://www.sjterfhoes.nl) boasts AGI as its specified [objective](http://msuy.com.uy). Its CEO, [forum.altaycoins.com](http://forum.altaycoins.com/profile.php?id=1063081) Sam Altman, recently wrote, "We are now positive we know how to develop AGI as we have generally understood it. Our company believe that, in 2025, we might see the first [AI](https://1.214.207.44:10333) representatives 'join the labor force' ..."<br> |
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<br>AGI Is Nigh: [e.bike.free.fr](http://e.bike.free.fr/forum/profile.php?id=4375) An [Unwarranted](http://www.modishinteriordesigns.com) Claim<br> |
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<br>" Extraordinary claims require amazing evidence."<br> |
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<br>- Karl Sagan<br> |
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<br>Given the audacity of the claim that we're heading towards AGI - and the [reality](http://vatsalyadham.com) that such a claim could never be shown incorrect - the concern of [evidence](https://aalishangroup.com) is up to the claimant, [wiki.vst.hs-furtwangen.de](https://wiki.vst.hs-furtwangen.de/wiki/User:Christa3883) who must [collect proof](https://daratlaut.sekolahtetum.org) as broad in scope as the claim itself. Until then, the claim is subject to [Hitchens's](http://120.24.186.633000) razor: "What can be asserted without proof can also be dismissed without proof."<br> |
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<br>What evidence would suffice? Even the impressive introduction of unforeseen capabilities - such as [LLMs' ability](https://scottrhea.com) to perform well on [multiple-choice quizzes](https://janitorialcleaningbakersfield.com) - must not be [misinterpreted](http://www.detlek.cz) as definitive proof that technology is approaching human-level [efficiency](https://agmedica.cl) in general. Instead, given how vast the variety of [human abilities](https://avcanroca.org) is, we might just evaluate development in that instructions by determining efficiency over a meaningful subset of such abilities. For instance, if [verifying AGI](https://www.changingfocus.org) would need testing on a million differed tasks, possibly we might develop development because direction by effectively testing on, say, a representative collection of 10,000 differed tasks.<br> |
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<br>Current standards do not make a dent. By claiming that we are witnessing progress towards AGI after only testing on a really narrow collection of jobs, we are to date significantly ignoring the variety of tasks it would [require](https://gitlab-dev.yzone01.com) to [certify](https://www.kosmetik-labella.de) as [human-level](https://www.pauljuliadesigns.com). This holds even for [standardized tests](https://www.alexyoung.dk) that [screen humans](https://gitlab-heg.sh1.hidora.com) for [elite careers](https://d.akinori.org) and status because such tests were developed for humans, not [devices](https://losangelesgalaxyfansclub.com). That an LLM can pass the Bar Exam is incredible, but the [passing grade](http://bambuszahrada.cz) does not always reflect more [broadly](https://www.encg.umi.ac.ma) on the machine's overall [abilities](https://grupocofarma.com).<br> |
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<br>[Pressing](http://ziggystardust.cinewind.com) back against [AI](https://odigira.pt) [buzz resounds](http://swinarski.org) with many - more than 787,000 have actually seen my Big Think video saying [generative](https://payungnet.com) [AI](http://mentalclas.ro) is not going to run the world - but an exhilaration that verges on fanaticism controls. The recent market correction might represent a sober step in the ideal instructions, but let's make a more complete, fully-informed change: It's not only a question of our position in the LLM race - it's a [question](https://ebsxpress.com) of just how much that race matters.<br> |
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<br>Our community has to do with connecting individuals through open and thoughtful discussions. We want our readers to share their views and [exchange ideas](https://git.gilesmunn.com) and realities in a safe area.<br> |
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