SSM-AI – Appendix J — SDK Packaging & Golden Tests (J10)

Acceptance checklist and a crisp adoption summary.

J10) Acceptance checklist (must pass before ship)

Core invariants

  • Parity preserved. For all items, phi((m,a)) = m (classical values untouched).
  • Boundedness. All lanes: |a| < 1; chooser/gate: |RSI|, |RSI_env| < 1.
  • Order/shard invariance.
    U += w*atanh(a), W += w ⇒ batch == stream == shuffled == shard-merge.
  • Determinism. Same manifest + same inputs ⇒ identical RSI, RSI_env, bands, stamps.

Division & gating

  • Division policy. Under "strict", near-zero denominators flagged; routing falls back to classical, stamped.
  • Gate purity. Changes only alignment (RSI → RSI_env); m remains identical.

Governance & safety

  • Privacy checks. Features are declared aggregates, not PII; masking enforced for notes.
  • Reproducibility. knobs_hash logged; stamped CSV replay reproduces results within dtype tolerance.
  • Drift visibility. (U,W) roll-ups plotted for operational monitoring.

Pass these → ready for deterministic, alignment-safe deployment.

One-line takeaway
A tiny SDK, golden tests, and manifest-as-contract ensure bounded, deterministic alignment beside classical numbers — without ever touching your metrics (phi((m,a)) = m remains inviolable).

Navigation
Previous: SSM-AI – Appendix J — SDK Packaging & Golden Tests (J7–J9)
Next: SSM-AI – Appendix K — SSM-Search (K1–K3)

Directory of Pages
SSM-AI — Table of Contents