OpenAI explores process supervision to address AI hallucinations in ChatGPT.
On May 31, OpenAI announced its efforts to enhance ChatGPT’s mathematical problem-solving capabilities, aiming to reduce instances ofhallucinations. OpenAI emphasized mitigating hallucinations as a crucial step toward developing aligned AI.
After thorough analysis, the research team found that process supervision yielded a superior performance as it encouraged the model to adhere to a human-approved process. In contrast, outcome supervision proved more challenging to scrutinize consistently.
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