Research

Improving mathematical reasoning with process supervision

Source: OpenAI News 31 May 2023

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AI audio in English, based on the NadiAI brief and original source.

Brief

We've trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it directly trains the model to produce a chain-of-thought that is endorsed by humans.

Why It Matters

Ia meningkatkan kebolehpercayaan dan penjajaran rantaian pemikiran model, penting untuk sistem AI yang memberi penjelasan matematik yang dapat dipercayai.

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