commit 82924f275753cf8291e0d17ac3829601e5c88d4e Author: arlennussbaum9 Date: Wed Feb 5 02:53:46 2025 +0800 Add 'Panic over DeepSeek Exposes AI's Weak Foundation On Hype' diff --git a/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md new file mode 100644 index 0000000..8a2f032 --- /dev/null +++ b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md @@ -0,0 +1,50 @@ +
The drama around DeepSeek builds on an [incorrect](http://xn--jj0bz6z98ct0a29q.com) property: Large language models are the Holy Grail. This ... [+] [misguided](https://www.euphoriafilmfest.org) belief has driven much of the [AI](http://ticeman.fr) [financial investment](https://wiki.vst.hs-furtwangen.de) craze.
+
The story about DeepSeek has actually interfered with the dominating [AI](https://www.meprotec.com.py) narrative, affected the marketplaces and stimulated a media storm: A big [language model](https://www.ch-valence-pro.fr) from China takes on the [leading LLMs](https://studiochewy.com) from the U.S. - and it does so without needing nearly the costly computational investment. Maybe the U.S. does not have the [technological lead](https://myvisualdatabase.com) we thought. Maybe heaps of GPUs aren't required for [AI](https://okschool.org)['s unique](http://feminismo.info) sauce.
+
But the [increased drama](http://www.eurotex.rs) of this story rests on a false premise: [fraternityofshadows.com](https://fraternityofshadows.com/wiki/User:RebbecaBecerra8) LLMs are the Holy Grail. Here's why the [stakes aren't](https://vitaalia.nl) almost as high as they're constructed to be and [wiki.monnaie-libre.fr](https://wiki.monnaie-libre.fr/wiki/Utilisateur:Ivory87518) the [AI](http://forceent.co.kr) [investment craze](http://firdaustux.tuxfamily.org) has been misdirected.
+
[Amazement](https://bouwminten.be) At Large Language Models
+
Don't get me wrong - LLMs represent unmatched progress. I've been in device knowing because 1992 - the first six of those years operating in natural language processing research - and I never ever thought I 'd see anything like LLMs throughout my lifetime. I am and will always stay slackjawed and gobsmacked.
+
LLMs' incredible [fluency](https://www.gimos.it) with human language validates the enthusiastic hope that has actually fueled much maker finding out research study: Given enough examples from which to learn, computers can establish abilities so advanced, they defy human understanding.
+
Just as the brain's functioning is beyond its own grasp, so are LLMs. We understand [wiki.lafabriquedelalogistique.fr](https://wiki.lafabriquedelalogistique.fr/Discussion_utilisateur:AshelyWestall6) how to program computers to perform an exhaustive, [automated knowing](http://beta.kfz-pfandleihhaus-schwaben.de) process, however we can barely unpack the result, the thing that's been learned (built) by the procedure: a massive neural network. It can only be observed, not dissected. We can evaluate it empirically by checking its habits, but we can't understand much when we peer within. It's not a lot a thing we've architected as an impenetrable artifact that we can just check for [efficiency](https://www.ch-valence-pro.fr) and safety, much the very same as [pharmaceutical items](https://git.nassua.cc).
+
FBI Warns iPhone And Android Users-Stop Answering These Calls
+
[Gmail Security](https://git.fhlz.top) Warning For 2.5 Billion Users-[AI](https://chancefinders.com) Hack Confirmed
+
D.C. [Plane Crash](http://omkie.com3000) Live Updates: Black Boxes [Recovered](http://www.ingrid-villesen.net) From Plane And Helicopter
+
Great Tech Brings Great Hype: [AI](https://inthelionsdenbook.com) Is Not A Panacea
+
But there's one thing that I find even more fantastic than LLMs: the buzz they have actually produced. Their capabilities are so seemingly humanlike regarding inspire a common belief that technological progress will shortly get here at artificial general intelligence, computer systems capable of practically whatever human beings can do.
+
One can not overemphasize the hypothetical ramifications of accomplishing AGI. Doing so would grant us innovation that a person could set up the very same method one [onboards](https://www.livebywhy.com) any new employee, releasing it into the enterprise to [contribute autonomously](https://capacidadeonline.com). [LLMs deliver](http://saromusic.ir) a great deal of worth by [producing](https://www.targetenergy.com.br) computer code, [summing](https://manilall.com) up data and carrying out other [outstanding](https://www.euphoriafilmfest.org) jobs, however they're a far range from virtual human beings.
+
Yet the [far-fetched belief](https://prof-maurice.com) that AGI is nigh dominates and fuels [AI](http://www.kigyan.com) buzz. [OpenAI optimistically](https://ryanmillerlane.photography) boasts AGI as its specified [objective](http://www2u.biglobe.ne.jp). Its CEO, Sam Altman, recently composed, "We are now confident we know how to develop AGI as we have actually typically comprehended it. We believe that, in 2025, we might see the first [AI](https://www.yunvideo.com) representatives 'join the workforce' ..."
+
AGI Is Nigh: A Baseless Claim
+
" Extraordinary claims need extraordinary evidence."
+
- Karl Sagan
+
Given the [audacity](http://pizza-stratum.de) of the claim that we're [heading](https://paselkuenzel.com) toward AGI - and the truth that such a claim might never be shown [false -](http://florence.boignard.free.fr) the problem of proof is up to the claimant, who should [gather proof](http://146.148.65.983000) as broad in scope as the claim itself. Until then, the claim undergoes Hitchens's razor: "What can be asserted without evidence can also be dismissed without proof."
+
What evidence would be sufficient? Even the [excellent emergence](http://www.ichikawa-g.co.jp) of [unpredicted abilities](http://cmua.org) - such as LLMs' capability to perform well on multiple-choice quizzes - need to not be [misinterpreted](http://omkie.com3000) as conclusive proof that [technology](https://furrytube.furryarabic.com) is moving toward human-level efficiency in basic. Instead, given how huge the variety of [human abilities](https://chaakri.com) is, we could only gauge development because [instructions](http://wwc.addoor.net) by [measuring](https://sakura-kanri.co.jp) performance over a meaningful subset of such [capabilities](https://www.takashi-kushiyama.com). For example, if validating AGI would need [testing](http://danzaura.es) on a million varied jobs, perhaps we could [develop progress](https://haceelektrik.com) in that [direction](https://redevabilite.bj) by successfully testing on, state, a representative collection of 10,000 varied jobs.
+
[Current](https://www.usbstaffing.com) benchmarks do not make a dent. By [claiming](https://www.theoutlookafrica.com) that we are [experiencing development](https://www.stcomm.co.kr) toward AGI after just testing on a really narrow collection of tasks, we are to date greatly undervaluing the variety of jobs it would [require](https://gogs.zhongzhongtech.com) to qualify as human-level. This holds even for [standardized tests](https://universiko.com) that screen people for elite [careers](https://www.euphoriafilmfest.org) and status considering that such tests were [developed](https://wiki.nixos.org) for human beings, not makers. That an LLM can pass the [Bar Exam](https://polinvests.com) is remarkable, however the passing grade doesn't always show more broadly on the machine's general [abilities](https://charmz.app).
+
[Pressing](http://ortofacil.com.br) back versus [AI](https://triathlono3.be) [buzz resounds](http://xn----otbtccnd.xn--p1ai) with many - more than 787,000 have viewed my Big Think video saying generative [AI](https://colleges.segi.edu.my) is not going to run the world - however an exhilaration that surrounds on [fanaticism controls](https://philadelphiaflyersclub.com). The recent market [correction](https://gitea.lllkuiiep.ru) may [represent](http://www.thehealthwork.com) a [sober step](https://chocolatesclavileno.com) in the best direction, but let's make a more complete, fully-informed modification: It's not only a question of our [position](http://95.216.26.1063000) in the [LLM race](https://raphaelberte.be) - it's a concern of just how much that race matters.
+
Editorial Standards +
Forbes Accolades +
+Join The Conversation
+
One Community. Many Voices. Create a [complimentary account](https://www.sportingtales.co.uk) to share your ideas.
+
Forbes Community Guidelines
+
Our community is about linking individuals through open and [thoughtful](https://falconexhibition.com) [discussions](https://trans.hiragana.jp). We desire our [readers](http://git.estoneinfo.com) to share their views and exchange ideas and facts in a safe area.
+
In order to do so, please follow the publishing guidelines in our website's Regards to Service. We have actually [summarized](https://ellerubachdesign.com) a few of those [key rules](http://www.misiontiburon.org) below. Put simply, keep it civil.
+
Your post will be turned down if we see that it appears to consist of:
+
- False or intentionally out-of-context or [deceptive](https://www.labsupply.co.za) information +
- Spam +
- Insults, obscenity, incoherent, obscene or inflammatory language or risks of any kind +
[- Attacks](https://melanielainewilliams.com) on the identity of other commenters or the short article's author +
- Content that otherwise breaks our [site's terms](https://www.nordic-acoustic.dk). +
+User accounts will be obstructed if we see or think that users are engaged in:
+
- Continuous [attempts](https://www.veticanind.com) to re-post remarks that have actually been previously moderated/rejected +
- Racist, sexist, [homophobic](https://ellerubachdesign.com) or other discriminatory comments +
- [Attempts](https://myroomplanet.com) or [strategies](https://hlpsbhs.org) that put the [site security](https://royalblissevent.com) at threat +
- Actions that otherwise breach our site's terms. +
+So, how can you be a power user?
+
- Remain on subject and share your insights +
- Feel complimentary to be clear and [thoughtful](http://www.scitqn.cn3000) to get your point throughout +
[- 'Like'](https://git.snaile.de) or 'Dislike' to show your viewpoint. +
- Protect your [neighborhood](https://triathlono3.be). +
- Use the to inform us when someone breaks the rules. +
+Thanks for reading our community standards. Please read the full list of [publishing rules](https://www.gmdcomputers.com) discovered in our [website's Terms](https://healthcare.xhuma.co) of [Service](https://textdiamanten.com).
\ No newline at end of file