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builtbykev be8e16aca9 Detection becomes repair: the curve is fitted on one forecaster, frozen, and named
The last release detected the violation and then served the certified state
anyway. A validator that changes nothing is decoration, so `servable:false` is
now load-bearing: an artifact that fails its policy returns
ARTIFACT_POLICY_BLOCKED with no number, and every probability-derived claim goes
with it. The gate sits inside the resolution, not beside the flag that turns the
shadow on, so no environment variable can reach past it — a test asserts
`resolve` never reads process.env at all. Shadow and live consume the SAME
decision, differing only in which promotion stage they demand.

Era mismatch still resolves to VERSION_MISMATCH rather than the new state. "This
artifact belongs to a different forecaster" is more precise than "policy
blocked", and the existing state already says it exactly.

THE REPAIR. `currentEraSource` filters on model_version in the QUERY, taking the
era from config/modelVersion so the query, the artifact and the validator all
read one identity. Measured on the actual fitted set, not a second count:
6,069 current-era rows, 0 wrong-era.

The procedure was then certified on current-era rows ONLY — four walk-forward
folds, training strictly before each evaluation block, 0 future rows in train on
every fold. All four improve; pooled n=3,108 gives Brier 0.24701 -> 0.24323,
delta -0.00378, CI [-0.00619,-0.00147] excluding zero; ECE falls in every fold.
Mapping spread inside support is 0.001-0.018. The prior mixed-era certification
did not substitute for this.

Policy B selected. A (era-filtered 65/35) and B (all current-era) are
statistically indistinguishable, A-B = +0.0001 CI [-0.00029,+0.00048], but B has
the better ECE (0.0064 vs 0.0109) and the holdout existed to certify the
PROCEDURE — it is not permanently withheld from the artifact that ships.
withheld_from_fit is 0.

FROZEN. `mlb-hits-isotonic@2026-09-03`: 6,069 rows, training_cutoff 2026-09-01
(distinct from fit_as_of 2026-09-03 — the newest observation admitted is not the
eligibility bound), 12 knots, source_digest 25919c16…, knot_digest 5ae940ea…,
served_curve_digest c24a9dc5…, 8 curve steps, 924 bytes, committed as JSON.

The runtime no longer fits. It loads. A test greps the service for fitIsotonic,
fromLedger and loadRows and requires all three absent, because the old behaviour
meant a user's number could move with no version, no review and no rollback, and
a past Read could not be reconstructed because its curve no longer existed.
New settled outcomes are forward evidence now; they cannot touch this curve.

Independent reconstruction from the declared training contract alone — fresh
read, fresh digest, fresh fit — reproduces every digest and the curve byte for
byte. Calling the builder twice would only have proven the builder deterministic.

Promotion is a frozen source constant. A snapshot cannot promote, a settlement
cannot promote, a successful fit cannot promote, and dropping a file into the
artifacts directory promotes nothing. Stage is APPROVED_FOR_SHADOW; live is
explicitly false.

Two coverage holes found by their own teeth. The promotion guard could be
deleted with every test still green, because the promoted file naturally agrees
with itself — extracted as `acceptFile` and tested on the case `load()` cannot
reach. And `validate(null)` returned no `servable` field at all, which is falsy
at a call site and so would have read as correct while asserting nothing.

Shadow OFF. Live OFF. CALIBRATION_DEPLOYED []. No frontend change.
Suite 404/404, 5,634 passed, 4 skipped. Teeth 26/26 + 10/10 + 23/23.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CQJeAG8vcDoL5zkiaJyVb8
2026-09-03 01:06:18 -04:00
builtbykev 5cad851922 A digest names the curve; it does not vouch for the procedure that makes the next one
Artifact identity was the previous tranche's answer. It is not certification.
`knot_digest` says WHICH mapping ran and nothing about whether tomorrow's refit
deserves the same trust — that one would get its own digest and be equally
"identified" while fitted on anything at all.

So the object being certified is named: VYNDR certifies a PROCEDURE, not a
frozen curve. A frozen curve goes stale against a live model and has to be
replaced by hand on no schedule; "fit past, apply forward" is procedural by
construction. `fitPolicy.POLICY_V1` declares it — data selection, horizon,
algorithm and version, minimum rows, model-version restriction, sport, stat, and
a support contract that a refit may NOT widen. Each artifact still carries its
own digest.

`fitPolicy.validate` is the Step-22 gate: an artifact does not become servable
because the algorithm ran. It refuses a widened support, a wrong era, a wrong
estimator, a thin fit, a missing identity or a missing training cutoff, and
`servable` is false whenever any violation stands, with no override argument.
The statistical bars stay where they already live in calibrationRegistry — this
is not a second governance system.

MEASURED, AND THE REASON LIVE SERVING STAYS BLOCKED: production does not match
the declaration. `loadSettledRows` applies no model_version filter, so at
fit_as_of 2026-09-02 the fit drew 6,084 rows from 9,361 settled — all 3,292 from
the superseded engine1@2026-07-20 plus 2,792 current-era. 54.1% of the served
map is fitted on a forecaster it was never certified for, while the artifact
declares the current era.

That is a provenance contradiction, not a performance claim: era-filtered scores
0.24065 against pooled 0.24068 on 1,120 out-of-sample rows and both intervals
span zero. It is blocked because nothing prevents the next era change from
repeating it, and because the freshness lag grows.

`era_restricted` is answered STRUCTURALLY, not by an extra read — the query is
in this service and applies no filter, so the artifact records
ERA_NOT_RESTRICTED rather than claiming a restriction that did not hold. An
unverified restriction is recorded as a violation, because "we did not check" is
exactly the state production is in.

The violation does NOT distort the shadow. Flipping every row to UNCERTIFIED
would make the shadow measure the violation instead of the contract, so the
policy state rides beside the resolution and a test asserts the shadow still
reads CERTIFIED_CALIBRATED at 0.65 and UNCERTIFIED at 0.91.

Nothing serves. CALIBRATION_DEPLOYED still []. Shadow still OFF (the production
variable remains absent — the probe reads configuration_source "default").

Suite 402/402, 5,607 passed, 4 skipped. Teeth 10/10 + 23/23.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CQJeAG8vcDoL5zkiaJyVb8
2026-09-02 23:43:31 -04:00