CAIN-42 claim

C42-E35-REVIEW

a learned recommendation becomes a deployed control only after a deterministic review and a canary; the review result still passes the E33 kernel and its E8 binding

Last reviewed 2026-10-01

TESTED

The claim

a learned recommendation becomes a deployed control only after a deterministic review and a canary; the review result still passes the E33 kernel and its E8 binding

Level TESTED is how far the evidence goes: TESTED means a test suite exercised it, LIVE means it was observed on the hosted system. Nothing is claimed beyond its level.

Evidence files

• INTELLIGENCE.json
• END_TO_END.json

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Limitations of this bundle

• An in-process TESTED library; not hosted. The intelligence layer is deliberately NOT in the trusted authorization root; it can only produce recommendations.
• Predictions, counterfactuals and simulations are modelled in-process over synthetic features; they are not calibrated against real production incidents because none are ingested here.
• The red team, blue team, research lab, tournament and marketplace run in-process; there is no external ecosystem, no third-party publisher and no customer.
• The technology radar and research graph are seeded from a small set of items; provenance is recorded but coverage of the literature is incomplete.
• Conformance, deployment-readiness and governability scores are internal multi-dimensional views; they are not certifications and never collapse into a single number.
• No learned component may be placed in the trusted root; the deterministic kernel and E8 remain authoritative.
• Mutation self-testing runs each mutant against the bench subset that exercises the mutated component.
• Scale rows reuse the E33 synthetic in-process benchmark; the intelligence layer adds a 50-sample analysis row.
• No third party has independently verified anything in this bundle.

From CAIN-42 Evolution 35 -- Continuous Governance Intelligence Fabric.