Research-Stack/6-Documentation/docs/SKEPTICISM_GRADIENT_REASSESSMENT_2026-04-29.md

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Skepticism Gradient Reassessment - 2026-04-29

Gate

Sigma language is valid only for statistical surprise claims, such as detection confidence, model-selection confidence, false-positive rates, and benchmark deltas with enough samples to justify a distributional claim.

Sigma language is not a validator for:

  • Lean theorem correctness
  • Compression ratios
  • Physical measurements
  • Hardware extraction
  • Biological or cognitive claims
  • Workflow telemetry

Applied Alignment

  • Updated docs/AGENTS.md so the PR checklist and claim-state ladder require domain-specific validators instead of universal uncertainty/sigma wording.
  • Downgraded manifesto and architecture claims that used sigma as proof quality.
  • Reworded FPGA, physics, compression, and numerical-analysis docs to require theorem/build evidence, SI measurement provenance, corpus provenance, baseline comparison, or audit evidence as appropriate.
  • Reworded Lean comments and output strings where "6.5 sigma formal verification" was being used as shorthand for proof/build gates.
  • Preserved legitimate statistical sigma use for statistical intervals and finite-regime extrapolation, while marking scope limits where needed.

Filename Alignment

See docs/FILENAME_ALIGNMENT_AUDIT_2026-04-29.md for the rename pass and the remaining import-sensitive Lean filename debt.

Verification Run

  • git diff --check: clean.
  • Generated junk scan: clean.
  • python3 -m py_compile 5-Applications/text-to-cad/models/mobile_microgripper_sci_refined.py: passed.
  • lake env lean 0-Core-Formalism/lean/Semantics/Semantics/S3C.lean: passed.
  • lake env lean 0-Core-Formalism/lean/Semantics/Quarantine/Q064Experimental.lean: passed.
  • lake env lean 0-Core-Formalism/lean/Semantics/Semantics/MOFCO2Reduction.lean: elaborated with two existing sorry warnings.

Known Build Limits

Targeted Lean checks for several touched files still hit pre-existing missing .olean dependencies or existing theorem errors. This pass did not claim full Lean build health.