CAIN-42 invariant · E32

E32-MODEL-UNKNOWN: world model in UNKNOWN never yields authority

Held · CAIN-42 Evolution 32 -- Governed Autonomy Learning Fabric

Last reviewed 2026-10-01

held   niche Prediction, world models & simulation · family model_state

What this rule means

CAIN-42 must always satisfy: world model in UNKNOWN never yields authority. It is one of 303 invariants checked for CAIN-42 Evolution 32 -- Governed Autonomy Learning Fabric. An invariant is a rule the system may never break, whatever an agent or attacker does; the test suite tries to break it across many scenarios and records the result.

Recorded detail

'UNKNOWN'

Verify it in your browser

Your browser downloads the bundle's SHA256SUMS manifest and the file(s) behind this page, hashes them with SHA-256 locally (WebCrypto), and compares. A match shows the record you are reading is the published one; it does not by itself prove who published it (see the signed claims registry and the bundle verifier for that).

Check it yourself

Browse the raw bundle · How to reproduce it · SHA-256 manifest

Related rules

• E32-MODEL-TRUSTED_FOR_PREDICTION: world model in TRUSTED_FOR_PREDICTION never yields authority
• E32-MODEL-DEGRADED: world model in DEGRADED never yields authority
• E32-MODEL-MODEL_UNTRUSTWORTHY: world model in MODEL_UNTRUSTWORTHY never yields authority
• E32-CAUSAL-CORRELATION: CORRELATION does not silently become VERIFIED_CAUSAL
• E32-CAUSAL-INTERVENTION_EVIDENCE: INTERVENTION_EVIDENCE does not silently become VERIFIED_CAUSAL
• E32-CAUSAL-REFUTED: REFUTED does not silently become VERIFIED_CAUSAL
• E32-CAUSAL-CAUSAL_HYPOTHESIS: CAUSAL_HYPOTHESIS does not silently become VERIFIED_CAUSAL
• E32-CAUSAL-TEMPORAL_CORRELATION: TEMPORAL_CORRELATION does not silently become VERIFIED_CAUSAL

← E32-MODEL-MODEL_UNTRUSTWORTHY · all 303 · E32-CAUSAL-CORRELATION →