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feat: Phase F F8 failure mode similarity report -- FMS- schema benchmarks whether rejected candidates resemble known failure modes, pattern-repeat flag, calibration action trigger, 63 tests - #928

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feat/f8-failure-mode-similarity-report
Jul 10, 2026
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cschanhniem merged 1 commit into
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feat/f8-failure-mode-similarity-report

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Implements F8 from NEXT_100_PR_MAP.

What

  • FMS- prefix schema, 14 fields
  • VALID_FAILURE_MODE_CATEGORIES: hemolysis_risk, low_selectivity, toxicity_flag, dual_use_concern, known_resistance_motif, charge_shortcut, length_outside_range, low_novelty, sequence_degeneracy, poor_charge_distribution, other
  • PATTERN_REPEATED_THRESHOLD = 0.80, pattern_repeated_flag enforcement
  • 11 validation rules including fraction consistency, min candidates gate, dry_lab_only
  • 63 tests, 5 classes, BASELINE: 8284 → 8347

…arks whether rejected candidates resemble known failure modes, pattern-repeat flag, calibration action trigger, 63 tests (#926)
@cschanhniem
cschanhniem merged commit 9e01bbf into main Jul 10, 2026
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cschanhniem added a commit that referenced this pull request Jul 10, 2026
…ndition examples (D6), failed-simulation-as-negative-evidence standard (H7) (#928) (#930)

Co-authored-by: OpenCode <opencode@example.com>
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