When AI Reviews Train AI Reviewers: Scientific-Judgment Collapse and Mitigation

arXiv:2609.20942 · cs.LG · Submitted 2026-09-17 · Read on arXiv

cs.LG

Submitted: 2026-09-17

Updated: 2026-09-17

Comments: Under Review

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Activation Steering — 1× in this paper · explained in 4 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Core — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Steering — 1× in this paper · explained in 2 episodes

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