feat(cognition): fail-closed linguistic governance + trilingual constraint pipeline #96

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core-labs merged 1 commit from feat/linguistic-governance-fail-closed-ir into main 2026-07-20 23:23:54 +00:00

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Author SHA1 Message Date
Shay
e0d1b4754a feat(cognition): fail-closed linguistic governance + trilingual constraint pipeline
Close residual answer-authority debt: typed CoherenceRefusal/ContractViolation/
FieldFailure, structured ProofTrace (atoms→operators→closure), and Shadow Gate
paths that refuse certified answers when contract_assessment is None or geometry
is open. Add shared semantic primitives and Layers A/B/C (English/Hebrew/Koine)
as constraint producers only, with Cl(4,1) structure-sensitive embedding (no
unitize in generate/), three field outcomes, and an articulation firewall that
blocks payload-value citation bypass and uncertified content.
2026-07-20 16:16:56 -07:00