4min chapter

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

E32: [Bonus Episode - The AI Breakdown] Can OpenAI's New GPT Training Model Solve Math and AI Alignment At the Same Time?

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

CHAPTER

The Benefits of Process Supervision for Reinforcement Learning

OpenAI found that process supervision leads to significantly better performance even when judged by outcomes. The outcome supervised approach in which the reward was only for the right outcome correctly solved problems about 71% of the time. They tested on APKEM, physics, etc. and found the process model outperforming the objective model.

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