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I'm not sure about the dead end thing because you may be able to add on to them?

In human terms LLMs seem similar to talking without thinking but we can also think as a separate activity to waffling on.

In AI research terms, DeepMind have done some interesting things with Mind Evolution and AlphaEvolve, the latter being the one that came up with a more efficient matrix multiplication algorithm.

(https://deepmind.google/research/publications/122391/

https://deepmind.google/blog/alphaevolve-a-gemini-powered-co...)



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