CAIN-42 Evolution 33 — Governed Operations

TESTED library · not hosted · not third-party reviewed.

Every consequential thing an agent does — call a tool, send a message, run code, create a helper agent, change its memory, pay — becomes one governed operation with one lifecycle, checked and committed at E8 and carrying a signed proof. An existing agent can be governed through a small sidecar without importing any CAIN code.

Invariants 581/581; scenarios 2029/2029 held; mutation 12/12; tests 11 passed / 0 failed; clean-room verifier INTACT (2603/2603).

The supreme loop

StepResult
MACHINE_INTELLIGENCEOK
INTENTOK
IDENTITYOK
CAPABILITYOK
AUTHORITYOK
POLICYOK
EVIDENCEOK
WORLD_STATEOK
RISKOK
CONSEQUENCEOK
AUTHORIZATIONOK
E8OK
ENFORCEMENTOK
EXECUTIONOK
REALITYOK
PROOFOK
VERIFICATIONOK
LEARNINGOK
INCIDENT_SUCCESS_DRIFTOK
GOVERNANCE_EVOLUTIONOK
SANDBOXOK
ADVERSARIAL_TESTOK
CLEAN_ROOM_VERIFICATIONOK
CANARYOK
PROMOTIONOK
NEW_GOVERNANCE_STATEOK
NEXT_OPERATIONOK

Runtime adapters (honest status)

RuntimeStatusBasis
generic_llm_agentENFORCEDany agent that sends operations through the ABI/sidecar is governed by E33->E8
mcp_agentENFORCEDMCP reference adapter through E25/E8 (in-process; MCPGate is the hosted MCP boundary)
a2a_agentENFORCEDA2A reference adapter through E25/E8 (in-process)
coding_agentPARTIALrun_code/terminal ops are governed; arbitrary code execution is limited to a whitelisted runner
browser_agentPARTIALbrowser ops governed through the reference adapter; no real browser integration
computer_use_agentPARTIALcomputer_use ops governed through the reference adapter; no real desktop
workflow_agentUNKNOWNno workflow-engine carrier
multi_agent_systemPARTIALcollective limits from E10/E17/E20; communication graph governed only for messages sent as operations
research_agentSIMULATEDE32 sandbox only
physical_robotic_systemUNKNOWNphysical environments are UNENFORCED: refused
enterprise_automationUNKNOWNno integration
cloud_agentPARTIALcloud_api reference adapter; no real cloud account

Adversarial categories

CategoryHeld
identity66/66
authority100/100
delegation54/54
capability62/62
policy56/56
memory63/63
evidence92/92
proof88/88
verifier90/90
communication84/84
collective110/110
economic78/78
transaction60/60
supply_chain139/139
model72/72
runtime59/59
world_model60/60
physical_action72/72
computer_use78/78
self_improvement75/75
governance_loop152/152
recursive64/64
recovery55/55
partition62/62
byzantine70/70
insider68/68