# When AI Reviews Train AI Reviewers: Scientific-Judgment Collapse and Mitigation > Source: > Published: 2026-09-21 02:30:07+00:00 Large language models (LLMs) increasingly participate in scientific evaluation, both as automated reviewers and as assistants to human reviewers. As model-generated reviews enter public data and future training corpora, AI peer review can become recursive: later reviewers learn from judgments produc