CAIN-42 invariant · E32

E32-CLS-PREDICTION: PREDICTION is assigned only from matching evidence

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

Last reviewed 2026-10-01

held   niche Evidence, receipts & proofs · family evidence_class

What this rule means

CAIN-42 must always satisfy: PREDICTION is assigned only from matching evidence. 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

'PREDICTION'

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-CLS-DIRECT_OBSERVATION: DIRECT_OBSERVATION is assigned only from matching evidence
• E32-CLS-DERIVED_OBSERVATION: DERIVED_OBSERVATION is assigned only from matching evidence
• E32-CLS-INFERENCE: INFERENCE is assigned only from matching evidence
• E32-CLS-SIMULATION: SIMULATION is assigned only from matching evidence
• E32-CLS-HYPOTHESIS: HYPOTHESIS is assigned only from matching evidence
• E32-CLS-VERIFIED_FACT: VERIFIED_FACT is assigned only from matching evidence
• E32-CLS-UNRESOLVED_CLAIM: UNRESOLVED_CLAIM is assigned only from matching evidence
• E32-CLS-CONTRADICTION: CONTRADICTION is assigned only from matching evidence

← E32-CLS-INFERENCE · all 303 · E32-CLS-SIMULATION →