The drama around DeepSeek develops on a false facility: Large language models are the Holy Grail. This ... [+] misguided belief has actually driven much of the AI investment frenzy.
The story about DeepSeek has actually interrupted the dominating AI story, affected the markets and stimulated a media storm: setiathome.berkeley.edu A large language model from China takes on the leading LLMs from the U.S. - and it does so without needing nearly the expensive computational investment. Maybe the U.S. does not have the technological lead we thought. Maybe heaps of GPUs aren't essential for AI's special sauce.
But the increased drama of this story rests on an incorrect premise: LLMs are the Holy Grail. Here's why the stakes aren't nearly as high as they're constructed to be and the AI investment frenzy has actually been misguided.
Amazement At Large Language Models
Don't get me incorrect - LLMs represent extraordinary progress. I have actually remained in artificial intelligence because 1992 - the very first 6 of those years working in natural language 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' astonishing fluency with human language confirms the ambitious hope that has actually sustained much device discovering research study: Given enough examples from which to discover, computers can establish capabilities so innovative, they defy human comprehension.
Just as the brain's performance is beyond its own grasp, so are LLMs. We understand how to program computer systems to carry out an extensive, automated knowing process, but we can hardly unload the outcome, the thing that's been found out (developed) by the process: an enormous neural network. It can just be observed, [smfsimple.com](https://www.smfsimple.com/ultimateportaldemo/index.php?action=profile
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Panic over DeepSeek Exposes AI's Weak Foundation On Hype
Abbey Imlay edited this page 2 months ago