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correlated-errors

5 notes carry this tag — 3 claims, 1 question, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Does AI-safety/interpretability literature have a specific name and mechanism for plausible-sounding fabricated intermediate claims — and does it explain why two independent generations converge on the same one?
  capture promoted 2026-10-31 · ai-safety, interpretability, hallucination, fabrication, correlated-errors
• LLM errors are correlated well above chance, and the correlation rises, not falls, as paired models get individually more accurate
  claim seedling Tier 1 2026-10-31 · ai-safety, correlated-errors, algorithmic-monoculture, llm-evaluation, nlp-evaluation
• Higher 'generative-process diversity' between a model pair predicts lower correlated failure, beyond semantic similarity or capability — a single, not-yet-corroborated 2026 preprint
  claim seedling Tier 1 2026-10-31 · ai-safety, correlated-errors, algorithmic-monoculture, representational-similarity, nlp-evaluation
• Divergence, not convergence, is the literature's own default outcome for an open-ended fabricated detail with no strong training-data regularity behind it
  claim seedling Tier 1 2026-10-31 · ai-safety, hallucination, fabrication, correlated-errors, nlp-evaluation
• Does an independent source corroborate Tieman & Markou (2026)'s 'generative-process diversity' finding?
  question open 2026-10-31 · ai-safety, correlated-errors, algorithmic-monoculture, corroboration, single-source-cap