3min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Are Large Language Models a Path to AGI? with Ben Goertzel - #625

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

The Limitations of LLMs With Regard to Creativity

The limitations with regard to creativity are particularly hard to formalize. There's certainly a lot of papers giving case studies and examples showing many, many cases where LLMs fail to generalize in pretty simple ways. So how to rigorously measure these limitations is interesting, and I'm sure a bunch of academics are working on it. From my own standpoint, as a researcher, I can see it's limited from playing with it. But I'm more interested in working on building AGI systems and in rigorously documenting the shortcomings of systems with qualitatively obvious shortcomings.

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