Gabriel Recchia

2026

FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research

Gabriel Recchia, Chatrik Singh Mangat, Issac Li, Gayatri Krishnakumar

AAAI 2026technical

As AI models tackle increasingly complex problems, ensuring reliable human oversight becomes more challenging due to the difficulty of verifying solutions. Approaches to scaling AI supervision include debate, in which two agents engage in structured dialogue to help a judge evaluate claims; critique

Cited by 0 Source ↗PDF ↗Scholar ↗

Confirmation Bias: A Challenge for Scalable Oversight

FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research