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Discovery comes from search for both humans and AI agents. There is no magic in the brain or LLM except learning along the way and persistence. The search space
by visarga 1y ago
Discovery comes from search for both humans and AI agents. There is no magic in the brain or LLM except learning along the way and persistence. The search space itself is externalized.
So the AI agents are "good enough" but environment access is insufficient for collecting the required experience, this is the current bottleneck.
For example even a simple model like AlphaZero (just a CNN) was good enough to beat the best humans and rediscover game play from scratch, but it had the extensive access to the environment.