7min chapter

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

Investing in AI for Hard Tech, with Eric Vishria of Benchmark and Sergiy Nesterenko of Quilter

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

CHAPTER

Simplifying Complex AI Problems and Reward Signals

The chapter explores simplifying complex AI problems to align basic dense rewards with ultimate sparse rewards, aiming for yes/no solutions. It also discusses the relationship between reinforcement learning in language models and Evaluator systems, highlighting concerns about human reward signal reliability and AI limitations in interpolation versus extrapolation.

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