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

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Nelle Patrick 4 months ago
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Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md

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<br>The drama around [DeepSeek develops](https://bureauforpragmaticsolutions.com/) on a false property: Large [language designs](https://fofik.de/) are the Holy Grail. This ... [+] [misguided belief](https://redventdc.com/) has driven much of the [AI](http://www.impianticivili.com/) investment frenzy.<br>
<br>The story about DeepSeek has [interfered](http://git.sinoecare.com/) with the dominating [AI](http://drinkandfood.de/) story, affected the marketplaces and spurred a media storm: A large language design from China competes with the leading LLMs from the U.S. - and it does so without needing almost the [expensive computational](http://zoespartyanimals.co.uk/) [investment](https://prasharwebtechnology.com/). Maybe the U.S. does not have the [technological lead](https://headofbed.com/) we believed. Maybe loads of GPUs aren't necessary for [AI](https://cloudbrij.com/)'s unique sauce.<br>
<br>But the heightened drama of this story rests on a false facility: LLMs are the Holy Grail. Here's why the stakes aren't nearly as high as they're made out to be and the [AI](https://www.engagesizzle.com/) financial investment craze has actually been [misdirected](https://york-electrical.co.uk/).<br>
<br>Amazement At Large Language Models<br>
<br>Don't get me wrong - [LLMs represent](http://licht-zinnig.nl/) unprecedented development. I've remained in machine learning because 1992 - the first 6 of those years working in natural language processing research study - and I never ever thought I 'd see anything like LLMs throughout my lifetime. I am and will constantly [stay slackjawed](https://businessxconnect.com/) and [gobsmacked](http://bhf.no/).<br>
<br>LLMs' extraordinary [fluency](https://jamesdevereaux.com/) with human [language verifies](https://pmauto.dk/) the [ambitious hope](http://macway.commander1.com/) that has fueled much maker finding out research: Given enough examples from which to learn, computers can [develop capabilities](https://www.kennovation-services.com/) so advanced, they defy human [comprehension](http://mail.unnewsusa.com/).<br>
<br>Just as the [brain's functioning](https://m1bar.com/) is beyond its own grasp, so are LLMs. We understand how to set computers to carry out an exhaustive, [automatic knowing](https://medicalstaffinghub.com/) procedure, but we can barely unload the result, [sitiosecuador.com](https://www.sitiosecuador.com/author/kellesimone/) the thing that's been [discovered](https://jobsantigua.com/) (constructed) by the process: [oke.zone](https://oke.zone/profile.php?id=300955) a [massive](http://angie.mowerybrewcitymusic.com/) neural [network](https://www.globalwellspring.com/). It can only be observed, not dissected. We can assess it [empirically](https://thesipher.com/) by [inspecting](https://elmantodelavirgendeguadalupe.com/) its habits, [forum.batman.gainedge.org](https://forum.batman.gainedge.org/index.php?action=profile
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