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Metacognition Reduces LLM Slop, Aids Alignment
LLMs lack human-like metacognitive skills, causing errors, sycophancy, and 'slop' outputs. Enhancing metacognition could catch mistakes, stabilize alignment via reflective endorsement, and improve research utility. Benefits for alignment may outweigh capability risks, with work already underway.