Reference

Confirmation bias: A challenge for scalable oversight

Confirmation bias: A challenge for scalable oversight

Source: https://arxiv.org/abs/2507.19486

First arXiv submission: 2025-05-17. Inspected version: v1 extended preprint. Retrieved: 2026-11-08T15:49:48.644804+00:00.

This reference identifies evidence used in the AI Scientific Oversight landscape. Its assertions retain the scope and limitations stated by the source; institutional authorship is not independent validation.

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AI Scientific Oversight: Problem and Approaches

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