TESTED library · not hosted · not third-party reviewed.
The intelligence layer observes, models, predicts, simulates, tests and recommends — and never authorizes. Historic scope: the deterministic kernel and E8 remain the only authority path.
Invariants 799/799; scenarios 3544/3544 held; mutation 15/15; tests 12 passed / 0 failed; clean-room verifier INTACT (3810/3810).
| Step | Result |
|---|---|
| OBSERVE | OK |
| UNDERSTAND | OK |
| MODEL | OK |
| PREDICT | OK |
| CALIBRATE | OK |
| SIMULATE | OK |
| COUNTERFACTUAL | OK |
| ENVIRONMENT_QUERY | OK |
| ADVERSARIAL_TEST | OK |
| RECOMMEND | OK |
| GOVERNANCE_REVIEW | OK |
| CANARY | OK |
| MEASURE | OK |
| VERIFY | OK |
| DEPLOY_CONTROL | OK |
| MEMORY | OK |
| KNOWLEDGE | OK |
| REGRET | OK |
| FAILURE_TO_PRODUCT | OK |
| EVOLUTION_GATE | OK |
| DETERMINISTIC_KERNEL | OK |
| E8 | OK |
| OBSERVE_AGAIN | OK |
| Category | Held |
|---|---|
| law | 390/390 |
| epistemic | 228/228 |
| observation | 57/57 |
| risk | 230/230 |
| prediction | 44/44 |
| calibration | 40/40 |
| recommendation | 32/32 |
| policy_optimizer | 16/16 |
| control_optimizer | 16/16 |
| learner | 60/60 |
| world_model | 44/44 |
| counterfactual | 189/189 |
| simulation | 24/24 |
| evaluation | 39/39 |
| benchmark | 18/18 |
| memory | 70/70 |
| knowledge | 151/151 |
| research | 18/18 |
| environment_query | 68/68 |
| state_predictor | 28/28 |
| consequence_graph | 16/16 |
| autonomy_gradient | 33/33 |
| budget_learner | 30/30 |
| harness | 53/53 |
| plan_check_act | 33/33 |
| goal_integrity | 32/32 |
| intent_compiler | 49/49 |
| action_graph | 24/24 |
| trajectory | 24/24 |
| communication | 36/36 |
| collusion | 16/16 |
| economy | 32/32 |
| labor | 20/20 |
| marketplace | 36/36 |
| compiler | 16/16 |
| obligation | 177/177 |
| policy_conflict | 45/45 |
| failure_predictor | 42/42 |
| failure_to_product | 36/36 |
| adversarial_generation | 33/33 |
| red_team | 26/26 |
| blue_team | 21/21 |
| tournament | 18/18 |
| regret | 21/21 |
| calibration_engine | 14/14 |
| deployment | 49/49 |
| profile | 26/26 |
| computer_use | 180/180 |
| revision | 32/32 |
| r2e | 33/33 |
| radar | 80/80 |
| ip | 32/32 |
| moat | 80/80 |
| swarm | 39/39 |
| lab | 20/20 |
| benchmark_v2 | 16/16 |
| integrity | 33/33 |
| root_of_trust | 12/12 |
| degradation | 24/24 |
| latency | 27/27 |
| economics | 20/20 |
| self_healing | 30/30 |
| self_governance | 24/24 |
| evolution | 34/34 |
| canary | 24/24 |
| rollback | 12/12 |
| loop | 40/40 |
| fabric | 32/32 |
CAIN-42 CLAWX