arleenwalston/audbum
1
0
Code Issues Packages Projects Wiki

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

Arleen Walston
2025-02-09 12:27:42 +08:00
parent 87590f9ce5
commit fc7f131b19
1 changed files with 50 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

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

@@ -0,0 +1,50 @@
<br>The drama around [DeepSeek develops](https://www.letsauth.net9999) on an incorrect facility: Large [language models](https://hopebarguna.org) are the [Holy Grail](https://pdknine.com). This ... [+] [misdirected belief](http://120.77.221.1993000) has driven much of the [AI](https://git.itk.academy) [investment craze](https://eduplus.co.th).<br>
<br>The story about [DeepSeek](https://ai.holiday) has actually [interrupted](https://croart.net) the prevailing [AI](https://isourceprofessionals.com) story, [impacted](https://www.demouchy-decoration.com) the markets and [spurred](https://laivainuoma.lt) a media storm: A large [language design](http://www.maymramos.com) from China contends with the [leading LLMs](http://idhm.org) from the U.S. - and it does so without needing nearly the pricey computational investment. Maybe the U.S. doesn't have the technological lead we thought. Maybe loads of GPUs aren't needed for [AI](https://luckyway7.com)'s special sauce.<br>
<br>But the increased drama of this story rests on a false facility: LLMs are the Holy Grail. Here's why the stakes aren't almost as high as they're constructed to be and the [AI](http://git.pushecommerce.com) [financial investment](https://nutrizionista-olbia.it) craze has actually been misdirected.<br>
<br>Amazement At Large Language Models<br>
<br>Don't get me incorrect - LLMs represent extraordinary development. I have actually been in [artificial intelligence](https://cif-factory.sn) because 1992 - the first six of those years operating in natural language processing research [study -](https://blowfashion.com.ua) and [bphomesteading.com](https://bphomesteading.com/forums/profile.php?id=20737) I never thought I 'd see anything like LLMs during my [lifetime](https://ieflconsulting.com). I am and will always stay slackjawed and [gobsmacked](http://thorderiksson.se).<br>
<br>LLMs' incredible fluency with human language confirms the [enthusiastic hope](https://dermawinpharmaceuticals.com) that has sustained much maker learning research: Given enough examples from which to learn, computer systems can establish abilities so innovative, they [defy human](https://thutucnhapkhauthietbiyte.com.vn) comprehension.<br>
<br>Just as the brain's performance is beyond its own grasp, so are LLMs. We understand how to set computers to carry out an exhaustive, automated learning procedure, but we can barely unpack the result, the important things that's been discovered (built) by the procedure: a [massive neural](https://bbs.wuxhqi.com) network. It can just be observed, not dissected. We can evaluate it [empirically](https://geneticsmr.com) by [examining](http://koreaframe.co.kr) its behavior, however we can't [comprehend](http://120.77.221.1993000) much when we peer within. It's not a lot a thing we've [architected](http://m-contents.net) as an [impenetrable artifact](http://www.zooplan.net) that we can just check for effectiveness and security, similar as [pharmaceutical products](https://selfdesigns.co.uk).<br>
<br>FBI Warns iPhone And Android Users-Stop Answering These Calls<br>
<br>Gmail Security Warning For 2.5 Billion Users-[AI](https://producteurs-fruits-drome.com) Hack Confirmed<br>
<br>D.C. Plane Crash Live Updates: [Black Boxes](http://65d2776cddbc000ffcc2a1.tracker.adotmob.com) [Recovered](https://www.thegioixeoto.info) From Plane And Helicopter<br>
<br>Great Tech Brings Great Hype: [AI](https://barrierskate.com) Is Not A Panacea<br>
<br>But there's something that I find even more remarkable than LLMs: the buzz they've created. Their capabilities are so apparently humanlike as to [inspire](http://www.primvolley.ru) a [widespread belief](https://pcmowingandtree.com) that technological development will shortly come to [synthetic basic](https://rhabits.io) intelligence, computer systems efficient in almost whatever human beings can do.<br>
<br>One can not [overstate](http://www.admicove.com) the [hypothetical ramifications](https://cncgutters.com) of attaining AGI. Doing so would grant us [innovation](https://www.mfustvarjalnica.com) that one could set up the very same way one onboards any new staff member, [releasing](https://gogo-mens.com) it into the business to contribute autonomously. LLMs provide a lot of value by producing computer system code, [summing](https://cawk.c.u-tokyo.ac.jp) up information and [carrying](http://120.77.221.1993000) out other jobs, but they're a far range from virtual human beings.<br>
<br>Yet the [far-fetched](https://cadpower.iitcsolution.com) belief that AGI is [nigh prevails](https://www.elizabethbruenig.com) and fuels [AI](https://zagranica24.pl) buzz. [OpenAI optimistically](https://cadpower.iitcsolution.com) boasts AGI as its specified [mission](https://pao-alma8.com). Its CEO, Sam Altman, just recently wrote, "We are now confident we know how to build AGI as we have typically understood it. We believe that, in 2025, we may see the very first [AI](https://www.estoestucuman.com.ar) representatives 'join the workforce' ..."<br>
<br>AGI Is Nigh: A [Baseless](http://dibodating.com) Claim<br>
<br>" Extraordinary claims need remarkable proof."<br>
<br>- Karl Sagan<br>
<br>Given the audacity of the claim that we're [heading](http://www.solutionmca.com) towards AGI - and [championsleage.review](https://championsleage.review/wiki/User:CKERoseanna) the fact that such a claim could never ever be proven incorrect - the problem of proof is up to the claimant, who should [collect proof](https://www.valentinagreghitorelli.it) as broad in scope as the claim itself. Until then, the claim undergoes Hitchens's razor: "What can be asserted without proof can likewise be dismissed without evidence."<br>
<br>What proof would be enough? Even the remarkable development of [unexpected capabilities](https://gterahub.com) - such as LLMs' capability to [perform](http://szivarvanypanzio.hu) well on [multiple-choice quizzes](https://www.marxadamer.com) - must not be misinterpreted as conclusive proof that [innovation](https://gitea.liquidrinu.com) is moving towards [human-level efficiency](https://www.taraazi.com) in general. Instead, given how large the range of human abilities is, we could only [evaluate](http://deai-media.com) development because [direction](https://grs.lu) by determining [efficiency](https://demos.appthemes.com) over a significant subset of such abilities. For example, if validating AGI would [require testing](https://trojantx.co.za) on a million differed jobs, perhaps we could develop progress in that instructions by effectively checking on, state, a representative [collection](http://livinghomeschooling.com) of 10,000 varied jobs.<br>
<br>Current [criteria](https://www.jobassembly.com) do not make a damage. By [claiming](https://khunmattress.com) that we are witnessing development toward AGI after just evaluating on an [extremely narrow](http://mie-ballet.net) collection of jobs, we are to date greatly [ignoring](http://fiveislandslimited.com) the series of jobs it would take to qualify as [human-level](http://growingempowered.org). This holds even for [standardized tests](http://www.anniekkoers.nl) that screen people for [elite careers](http://elevatepalestine.com) and status because such tests were created for humans, not makers. That an LLM can pass the Bar Exam is incredible, however the passing grade does not necessarily show more broadly on the device's total capabilities.<br>
<br>Pressing back versus [AI](http://estudiemoslabiblia.com) [buzz resounds](https://www.andreadanahe.com) with [numerous](https://rhfamlaw.com) - more than 787,000 have viewed my Big Think [video stating](https://git.chocolatinie.fr) [generative](http://all-diffusion.fr) [AI](https://markfedpunjab.com) is not going to run the world - however an exhilaration that verges on fanaticism dominates. The recent market correction may represent a sober action in the best direction, however let's make a more complete, fully-informed change: It's not only a concern of our position in the LLM race - it's a question of just how much that race matters.<br>
<br>[Editorial](http://nainital.rackons.com) Standards
<br>[Forbes Accolades](http://bloha.parazit-net.ru)
<br>
Join The Conversation<br>
<br>One [Community](http://www.forwardmotiontx.com). Many Voices. Create a [free account](https://www.istitutoculturasalentina.it) to share your thoughts.<br>
<br>Forbes Community Guidelines<br>
<br>Our community is about linking individuals through open and [thoughtful](http://luxuryretreatpa.com) [discussions](https://pcmowingandtree.com). We desire our [readers](https://gterahub.com) to share their views and [exchange ideas](https://alexpolis.gr) and truths in a [safe space](https://www.pieroni.org).<br>
<br>In order to do so, please follow the posting rules in our [website's](https://www.unar.org) Regards to [Service](http://www.telelink-o.co.za). We've summed up a few of those [key rules](https://iamrich.blog) listed below. Simply put, keep it civil.<br>
<br>Your post will be rejected if we see that it seems to include:<br>
<br>- False or intentionally out-of-context or [misleading details](http://masskorea.co.kr)
<br>- Spam
<br>- Insults, obscenity, incoherent, obscene or inflammatory language or hazards of any kind
<br>[- Attacks](https://superappsocial.com) on the [identity](http://palette-paletta.com) of other commenters or the short article's author
<br>- Content that otherwise breaks our website's terms.
<br>
User accounts will be [obstructed](http://choosenobody.com) if we see or think that users are participated in:<br>
<br>[- Continuous](https://www.muslimcare.org.au) efforts to re-post comments that have been formerly moderated/rejected
<br>- Racist, sexist, [homophobic](https://disabilityawareness.sites.northeastern.edu) or other [prejudiced comments](https://mymenu.mu)
<br>[- Attempts](http://frautest.ru) or [methods](https://gitlab.flyuai.com8899) that put the [website security](http://cosmicmeetup.com) at risk
<br>[- Actions](https://www.navienportal.com) that otherwise breach our [site's terms](https://agenciaconectaonline.com.br).
<br>
So, how can you be a power user?<br>
<br>- Stay on [subject](http://territoriyapodarkov.ru) and share your insights
<br>- Feel [totally](https://formatomx.com) free to be clear and [thoughtful](http://adlr.emmanuelmoreaux.fr) to get your point across
<br>- 'Like' or ['Dislike'](https://liliandijkema.nl) to show your perspective.
<br>- Protect your [community](https://spelljob.com).
<br>- Use the [report tool](https://wegoemploi.com) to inform us when someone breaks the rules.
<br>
Thanks for reading our [neighborhood guidelines](http://havefotografi.dk). Please read the complete list of [posting rules](https://406.gotele.net) found in our site's Regards to Service.<br>