Architecture
Real code, run fresh, real output shown — not described secondhand.
Core Kernel & Pipeline Infrastructure
The real kernel, run fresh, real output shown, one real bug found.
Serialized Event Kernel — NCFCA Determinism
112/112 tests pass, verified by independent re-execution. A toy comparison deliberately left out, and why.
Channel Correlation Diagnostic
Real, standing pairwise correlation check across accumulated history — verified output shown, contamination threshold at r>0.7.
Pipeline Front Gate
Real swappable-parts registry, task-spec-driven assembly. A silent-zero bug independently reverified, not just cited.
AuditGate and Governance Coordinator
Real veto power over a permissive upstream decision, real tamper detection, real illegal-transition rejection — all verified by direct execution.
Governance Layer
A real operator-precedence bug with a concrete before/after case.
Pipeline Orchestrator
4 real bugs found on first read, fixed, then run end to end.
Verification Registry
A claim automatically flagged stale the moment a new invariant was added.
Value Laundering — Found & Fixed
A real security gap in the core architecture, closed.
Estimator Comparison
Four-channel estimators checked against real published literature.
Evaluation Package
The full adversarial threat model.
ncfca_lib — Module Status
Real module-by-module status of the core library.
Comments