peopleanalyst

Platform · Shipped · new here

Canon-verify — adversarial certification harness for generated datasets

Before a generated dataset cell enters canon, N refuter lenses (Sonnet) attempt to falsify it against cited sources; a PURE policy decides (1 refutation kills; 2 unsupported quarantine; missing lens verdict = failed check). Persisted VerificationTrail = the certification stamp shipped with a dataset. First target: the superfunction pay crosswalk — converged 16/16 verified across three grounding iterations + Mike's review disposition.

Cluster
Platform
Type
primitive
Status
Shipped
Used by
people-analytics-toolbox

Maturity evidence

Functioning
Live 2026-07-02: three real certification runs (6/18 -> 8/18 -> 15/18 -> post-review 16/16); trail committed.
Valuable
Exposed two real canon-quality gaps (stub definitions; a crosswalk contradiction) and produced Mike's review list — the 'AI cannot bless its own work' gate for every dataset SKU.
Understood
Contract header + BUILD-TIME-AI-PLAN Lane B document the doctrine; quarantine reasons are self-explaining.
Integrated
Wired to ONE target; FU-B = standing gate in dataset builds (JobFrame gap cells, A3 crosswalk manufacture, WDQ extraction).

How to use it

Not surfaced with a callable endpoint yet — still building. Tell us you want Canon-verify — adversarial certification harness for generated datasetsand we’ll prioritize it.

Request Canon-verify — adversarial certification harness for generated datasets

Other Platform capabilities

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Capability detail sourced from the People Analytics Toolbox capability feed (source of truth), snapshot retrieved 2026-07-23.