KYMA / KYMA v2 mechanism benchmark product (BL-73)¶
Public, preregistered, mechanism-only sync-learning honesty surface. Design constants come from teacher dynamics only (prereg §5) — never student held-out accuracy. Refuse post-hoc retuning and invent-green advantage without protocol id.
Module: scpn_quantum_control.kyma_mechanism_benchmark_product
Rules¶
| Rule | Behaviour |
|---|---|
| Product schema | kyma_mechanism_benchmark_product.v1 |
| Design freeze | Ambient kyma_v2.design grids + targets + digest |
| Student held-out design | Refuse |
| Post-hoc retune | Refuse |
| Advantage invent-green | Refuse (need protocol id / BL-65) |
| Unknown suite | Fail closed |
Suites¶
| suite_id | role |
|---|---|
kyma_v1 |
Honest NEGATIVE baseline |
kyma_v2 |
Corrected mechanism-only design |
Protocol: KYMA_V2_PROBE_PREREGISTRATION_7f6b_2026-07-21
Quick start¶
from scpn_quantum_control.kyma_mechanism_benchmark_product import (
assert_kyma_mechanism_benchmark_product_integrity,
build_kyma_mechanism_benchmark_product_registry,
decide_kyma_path,
get_frozen_design_constants,
materialise_demo_mechanism_certificate_probe,
)
reg = assert_kyma_mechanism_benchmark_product_integrity(
build_kyma_mechanism_benchmark_product_registry()
)
assert reg["invent_green_advantage_policy"] is False
assert len(get_frozen_design_constants().content_digest) == 64
assert decide_kyma_path("kyma_v2", invent_green_advantage=True).allowed is False
probe = materialise_demo_mechanism_certificate_probe()
assert probe.meets_realise_target is True
assert probe.design_from_student_held_out is False
Public API contracts¶
Suite discovery and frozen design¶
| API | Contract |
|---|---|
list_kyma_suite_ids() |
Return kyma_v1 and kyma_v2 in stable catalogue order. |
get_kyma_suite(suite_id) |
Resolve one immutable suite row; blank and unknown identifiers raise ValueError. |
iter_kyma_suites(kind=None) |
Return every suite or a stable kind-filtered tuple. |
load_frozen_design_constants(verify_ambient=False) |
Load product-mirrored preregistration grids, targets, and their canonical SHA-256 digest; optional ambient verification fails on drift. |
get_frozen_design_constants() |
Return the validated process-local frozen constants record. |
KymaSuiteRow validates suite identity, mechanism-only policy, support posture,
protocol provenance, and the non-promotional claim boundary. The
FrozenDesignConstants record validates non-empty grids, bounded targets, and
a 64-character content digest. Both serialize through to_dict().
Eligibility and certificate materialisation¶
| API | Contract |
|---|---|
decide_kyma_path(suite_id, ...) |
Allow an honest mechanism-only route; return explicit blockers for invented advantage, missing protocol provenance, post-hoc retuning, or student held-out design. |
materialise_mechanism_certificate_probe(seed=0, config=None) |
Run the ambient teacher-dynamics certificate path when available; reject negative seeds and fail closed for unavailable custom configurations. |
materialise_demo_mechanism_certificate_probe() |
Run the deterministic seed-zero path, using the honest frozen-design fallback when optional JAX is absent. |
The returned PathEligibilityDecision keeps outcome, boolean permission, reason,
and blockers mutually consistent. MaterialisedMechanismCertificateProbe
validates bounded realisability/non-separability rates, digest/protocol
provenance, non-empty labels, and both invent-green flags as false.
Registry evidence and integrity¶
| API | Contract |
|---|---|
map_kyma_mechanism_benchmark_public_surfaces() |
Emit deterministic product, teacher-design, trial-builder, and v1-baseline descriptors. |
build_kyma_mechanism_benchmark_product_registry() |
Build schema-tagged suites, frozen constants, surfaces, policy flags, counts, protocol, and residual-work evidence. |
assert_kyma_mechanism_benchmark_product_integrity(payload=None) |
Reject empty, malformed, blank, invalid-kind, duplicate, count-drifted, digest-drifted, protocol-drifted, or permissive policy state. |
The demo fallback is product-local evidence derived only from preregistered floors. It is not an isolated performance benchmark, hardware result, student accuracy claim, or quantum-advantage promotion.
Residuals (honest)¶
- S73.3 — full classical ML baseline harness depth + multi-seed evidence
- S73.4 — optional BL-32 family registration wire
- S73.6 — hermetic kit entry (BL-55)
Related¶
- Pack:
docs/internal/differentiable_programming/p3_strategic/bl73_kyma_public_mechanism_benchmark.md - Ambient:
benchmarks.kyma,benchmarks.kyma_v2.design,task,teacher - Campaigns:
docs/campaigns/kyma_v2_composition_probe_2026-07-21.md
Authored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)