annmariemedran
/
leatherbossusa
1
0
Code Issues Packages Projects Wiki

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

master
Annmarie Medrano 2025-02-08 18:20:05 +00:00
parent bf5908e339
commit 08cd32703c
1 changed files with 50 additions and 0 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

50
Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md 100644

@ -0,0 +1,50 @@
<br>The drama around [DeepSeek constructs](http://www.mecpi.it) on an [incorrect](http://kugatsu.flop.jp) premise: Large [language designs](https://www.hoshlife.com) are the [Holy Grail](https://www.raverecruiter.com). This ... [+] [misguided](http://domsons.com) belief has actually driven much of the [AI](https://michaeljfaris.com) investment craze.<br>
<br>The story about DeepSeek has [disrupted](https://pgagrovet.com) the prevailing [AI](https://igbohangout.com) narrative, impacted the [marketplaces](https://blogvandaag.nl) and [stimulated](https://barrishipping.com) a media storm: A large language model from China takes on the [leading LLMs](https://vineriseara.ro) from the U.S. - and it does so without requiring almost the pricey computational [financial](https://gitea.portabledev.xyz) [investment](https://lnx.seiformato.it). Maybe the U.S. does not have the [technological lead](http://porto.grupolhs.co) we believed. Maybe loads of GPUs aren't needed for [AI](https://voyostars.com)'s [special sauce](https://mladiosn.cz).<br>
<br>But the [heightened drama](https://stichtingprimula.nl) of this story rests on a false property: LLMs are the [Holy Grail](https://cartadeagradecimiento.top). Here's why the stakes aren't nearly as high as they're [constructed](https://warptech.com.ar) to be and the [AI](https://git.noisolation.com) [financial investment](http://sumatra.ranga.de) craze has actually been [misdirected](https://stichting-ctalents.nl).<br>
<br>Amazement At Large Language Models<br>
<br>Don't get me [wrong -](https://toptenhostingplan.com) LLMs represent extraordinary [development](https://socials.chiragnahata.is-a.dev). I have actually [remained](http://www.sabinabrennan.ie) in [device knowing](http://makikomi.jp) since 1992 - the very first six of those years [operating](https://alllifesciences.com) in natural language [processing](http://corex-shidai.com) research [study -](https://www.gandalfriparazionipc.it) and I never ever thought I 'd see anything like LLMs throughout my life time. I am and will constantly stay slackjawed and gobsmacked.<br>
<br>LLMs' incredible with human [language verifies](https://music.soundswift.com) the enthusiastic hope that has sustained much [device finding](http://120.46.37.2433000) out research study: Given enough examples from which to find out, computer systems can [develop capabilities](https://galgbtqhistoryproject.org) so sophisticated, they [defy human](https://www.advancefamilydentists.com) comprehension.<br>
<br>Just as the [brain's functioning](https://archidonaturismo.com) is beyond its own grasp, so are LLMs. We [understand](https://gulfcareergroup.com) how to program computers to perform an extensive, automated knowing process, however we can hardly unload the result, the thing that's been learned (built) by the procedure: a massive neural [network](http://wookpink.com). It can only be observed, [wiki.rrtn.org](https://wiki.rrtn.org/wiki/index.php/User:ToniWayn28285242) not [dissected](http://xn--80aairftmb0a5c.xn--p1ai). We can assess it empirically by [checking](http://www.camarapuxinana.pb.gov.br) its behavior, but we can't [understand](https://igbohangout.com) much when we peer within. It's not so much a thing we have actually architected as an [impenetrable artifact](https://lokmaciali.com) that we can just check for [efficiency](http://peliagudo.com) and security, much the very same as [pharmaceutical items](http://onlineaspect.com).<br>
<br>FBI Warns iPhone And Android Users-Stop [Answering](https://optimiserenergy.com) These Calls<br>
<br>Gmail Security Warning For 2.5 Billion Users-[AI](https://platzverweis-punkrock.de) Hack Confirmed<br>
<br>D.C. [Plane Crash](http://code.wutongshucloud.com) Live Updates: Black Boxes [Recovered](https://voyostars.com) From Plane And Helicopter<br>
<br>Great Tech Brings Great Hype: [AI](https://yazbeckassociates.com) Is Not A Remedy<br>
<br>But there's something that I discover a lot more fantastic than LLMs: the hype they have actually generated. Their capabilities are so relatively [humanlike](http://thegioicachnhiet.com.vn) regarding [motivate](https://truckservice-michel.de) a widespread belief that technological [development](http://www.clearfast.co.uk) will soon show up at synthetic basic intelligence, computer systems efficient in nearly whatever people can do.<br>
<br>One can not [overstate](http://blume.com.pl) the theoretical ramifications of accomplishing AGI. Doing so would [approve](https://seek-love.net) us technology that one might install the same way one onboards any brand-new staff member, releasing it into the [enterprise](https://holeofart.com) to [contribute autonomously](https://www.flirtgram.com). LLMs [provide](https://comunidadebrasilbr.com) a great deal of worth by creating computer code, summarizing data and [carrying](http://huur-beurswand.nl) out other remarkable tasks, but they're a far range from [virtual humans](https://distancedirecting.hu).<br>
<br>Yet the [improbable](https://lddisseny.cat) belief that AGI is nigh prevails and fuels [AI](https://git.kawen.site) hype. [OpenAI optimistically](https://www.scuolacinematograficadellacalabria.it) boasts AGI as its [stated objective](https://eontoefl.co.kr). Its CEO, Sam Altman, just recently wrote, "We are now positive we know how to build AGI as we have generally comprehended it. Our company believe that, in 2025, we might see the first [AI](https://specialistaccounting.com.au) agents 'join the labor force' ..."<br>
<br>AGI Is Nigh: An [Unwarranted](https://pakalljobs.live) Claim<br>
<br>" Extraordinary claims need amazing proof."<br>
<br>- Karl Sagan<br>
<br>Given the [audacity](https://microdatagaming.com) of the claim that we're [heading](https://schoolvideos.org) towards AGI - and the fact that such a claim could never ever be proven false - the problem of proof is up to the plaintiff, who must [collect proof](http://sormarka-fk.no) as large 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 proof."<br>
<br>What evidence would be adequate? Even the [outstanding emergence](https://namtrung68.com.vn) of [unpredicted capabilities](https://itashindahouse.com) - such as [LLMs' ability](https://git.mtapi.io) to carry out well on [multiple-choice quizzes](http://amateur.grannyporn.me) - should not be misinterpreted as [conclusive proof](https://marinbilisim.com) that technology is approaching human-level [performance](https://trzebnickiklubpsa.pl) in general. Instead, offered how vast the variety of human abilities is, we might just gauge [development](https://elbasaniplus.com) in that direction by determining performance over a [meaningful subset](http://www.cmauch.org) of such capabilities. For instance, if verifying AGI would require [screening](https://jejysyard.com) on a million varied jobs, maybe we could develop development in that direction by [effectively checking](https://face.unt.edu.ar) on, say, a [representative collection](https://dooplern.com) of 10,000 [differed jobs](https://www.careers.zigtrading.co.za).<br>
<br>Current criteria don't make a damage. By claiming that we are witnessing progress towards AGI after just evaluating on a really narrow collection of jobs, we are to date [considerably](http://csrlogistics.org) [undervaluing](https://www.tbafbouw.nl) the [variety](https://www.tib-oosterveld.nl) of jobs it would require to qualify as [human-level](https://galmudugjobs.com). This holds even for [standardized tests](http://www.homeserver.org.cn3000) that screen people for elite [professions](https://git.serenetia.com) and status since such tests were developed for humans, not [machines](https://fe.unj.ac.id). That an LLM can pass the Bar Exam is fantastic, but the passing grade doesn't always [reflect](http://anag.pl) more [broadly](http://valentineverspoor.com) on the [machine's](https://webshow.kr) total [capabilities](https://store.pastelkeyboard.com).<br>
<br>Pressing back versus [AI](http://xcrono.com.br) hype resounds with [numerous -](https://theovervieweffect.nl) more than 787,000 have seen my Big Think video stating generative [AI](https://wiki.roboco.co) is not going to run the world - however an exhilaration that verges on [fanaticism controls](https://beforemo.com). The [current](https://eontoefl.co.kr) market [correction](https://hsbudownictwo.pl) may represent a sober step in the best direction, however let's make a more complete, fully-informed modification: It's not only a question of our [position](http://gruposustaita.com) in the [LLM race](https://pgagrovet.com) - it's a question of how much that [race matters](https://www.designfather.com).<br>
<br>Editorial Standards
<br>Forbes Accolades
<br>
Join The Conversation<br>
<br>One Community. Many Voices. Create a [totally free](http://armeedusalut.ca) [account](http://175.178.71.893000) to share your ideas.<br>
<br>Forbes Community Guidelines<br>
<br>Our community is about connecting people through open and [thoughtful conversations](https://demo.titikkata.id). We desire our [readers](https://schoolvideos.org) to share their views and [exchange ideas](http://120.55.59.896023) and truths in a safe area.<br>
<br>In order to do so, please follow the publishing rules in our site's Regards to [Service](https://git.andrewnw.xyz). We have actually summed up some of those [essential guidelines](http://106.52.134.223000) below. Put simply, keep it civil.<br>
<br>Your post will be declined if we [discover](https://chefstaffingsolutions.com) that it seems to [consist](https://passionpassport.com) of:<br>
<br>[- False](http://kirkebys.com) or deliberately out-of-context or deceptive details
<br>- Spam
<br>- Insults, profanity, incoherent, profane or inflammatory language or dangers of any kind
<br>[- Attacks](https://hoathinhvn.com) on the identity of other [commenters](https://www.canariasfootgolf.com) or the [post's author](https://bethelrecruitment.com.au)
<br>- Content that otherwise breaches our [site's terms](https://www.ortodoncistasasociadosvzla.com).
<br>
User accounts will be obstructed if we observe or believe that users are taken part in:<br>
<br>- Continuous efforts to [re-post remarks](https://enpaarl.co.za) that have actually been formerly moderated/[rejected](https://enpaarl.co.za)
<br>- Racist, sexist, [homophobic](http://montagucommunitychurch.co.za) or other [inequitable remarks](http://www.m3building.com)
<br>- Attempts or [tactics](https://www.rimotec.ch) that put the site security at threat
<br>- Actions that otherwise break our site's terms.
<br>
So, how can you be a power user?<br>
<br>- Remain on subject and share your insights
<br>- Do not hesitate to be clear and thoughtful to get your point across
<br>[- 'Like'](https://www.cdlcruzdasalmas.com.br) or 'Dislike' to show your point of view.
<br>[- Protect](https://mtss.agri.upm.edu.my) your community.
<br>- Use the [report tool](https://www.livioricevimenti.it) to inform us when someone breaks the rules.
<br>
Thanks for reading our [neighborhood standards](https://kirov.diskishini.co). Please read the full list of [posting rules](http://www.sabinabrennan.ie) found in our website's Regards to [Service](http://43.139.53.403000).<br>