Goshen: In two years, focus will shift from LLMs to multi-model AI systems
Ori Goshen · Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs · Sep 20, 2023 · at 14:45
Ori Goshen is the co-founder and co-CEO of AI21 Labs. He discusses the industry's architectural shift beyond single standard LLMs toward neuro-symbolic system orchestration.
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“In two years from now, I guess we won't be excited and we won't be speaking about large language models. We'll be speaking about AI systems that use maybe several language models and they orchestrate this solution problem solution in such a way that is more reliable and more deterministic.”
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“And we're already start seeing diminishing returns. I mean, you take the architecture, you increase the size of the models or, and you see that At these levels of scale where, you know, we are dealing with things, diminishing returns, we start seeing it.”
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“Deep learning is, is amazing. And with that said, it's necessary, but not sufficient component.”