The drama around DeepSeek constructs on a false property: Large language models are the Holy Grail. This ... [+] misguided belief has actually driven much of the AI investment frenzy.

The story about DeepSeek has interfered with the dominating AI narrative, impacted the markets and stimulated a media storm: A large language design from China contends with the leading LLMs from the U.S. - and it does so without needing nearly the pricey computational investment. Maybe the U.S. does not have the technological lead we thought. Maybe stacks of GPUs aren't necessary for AI's unique sauce.

But the heightened 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 made out to be and the AI financial investment frenzy has actually been misguided.

Amazement At Large Language Models

Don't get me incorrect - LLMs represent unprecedented progress. I have actually remained in machine knowing considering that 1992 - the very first 6 of those years operating in natural language processing research study - and I never believed I 'd see anything like LLMs throughout my lifetime. I am and will always remain slackjawed and gobsmacked.

LLMs' extraordinary fluency with human language validates the ambitious hope that has actually fueled much machine learning research: Given enough examples from which to learn, [smfsimple.com](https://www.smfsimple.com/ultimateportaldemo/index.php?action=profile