CAIN-INV-1596: Phases 5, 18, 19 - verified learning

VERIFIED source compiles

Domain	ADVERSARIAL_AND_INJECTION_DEFENSE
Tier	IMPLEMENTATION
Source	`cain/frontier/learning.py`
Mapped tests ran	437
Passed / failed / errored	437 / 0 / 0
Compiles	yes

Mapped tests

tests/test_cain42_e19_adversarial.py

tests/test_cain42_e19_governed_autonomy.py

tests/test_cain42_e32_learning.py

tests/test_cain45_governance.py

tests/test_cain_12_intelligence.py

tests/test_contract_forecast.py

Generated 2026-10-06T19:15:35Z from git unknown. This page is a republication of the run result; it is not an independent audit.

Same-project verification only. The tests are authored in this repository; no third party has reviewed or reproduced these results. VERIFIED means the mapped tests passed in this run, not that the mechanism is independently correct.