CAIN-42 CAIN Studio

Evidence library · niche

Benchmarks, coverage & performance

How fast it runs and how much was tested. 1269 tested invariants.

Last reviewed 2026-10-01

1269 of 1269 held

Where this niche's rules come from

Test families in this niche

bench_family (669) · bench_category (336) · coverage (116) · property (50) · harness (15) · regression (11) · performance (11) · corpus (11) · end_to_end (10) · completion (10) · latency (9) · false_completion (8) · fabric_component (2) · failure_to_test (1) · swe (1) · telemetry (1) · radar (1) · f2t (1)

Where these come from

Rules 451–600 of 1269

IDRuleBundleResult
E35-BENCHFAM-benchmark_v2-benchmark_v2_no_authorityevery benchmark_v2/benchmark_v2_no_authority scenario holdsE35held
E35-BENCHFAM-blue_team-blue_team_proposalevery blue_team/blue_team_proposal scenario holdsE35held
E35-BENCHFAM-budget_learner-budget_recommendationevery budget_learner/budget_recommendation scenario holdsE35held
E35-BENCHFAM-calibration-calibration_by_dimensionevery calibration/calibration_by_dimension scenario holdsE35held
E35-BENCHFAM-calibration-no_hidden_poor_calibrationevery calibration/no_hidden_poor_calibration scenario holdsE35held
E35-BENCHFAM-calibration_engine-calibration_gapevery calibration_engine/calibration_gap scenario holdsE35held
E35-BENCHFAM-canary-canary_observesevery canary/canary_observes scenario holdsE35held
E35-BENCHFAM-canary-canary_shareevery canary/canary_share scenario holdsE35held
E35-BENCHFAM-collusion-collusion_strengthevery collusion/collusion_strength scenario holdsE35held
E35-BENCHFAM-communication-message_classevery communication/message_class scenario holdsE35held
E35-BENCHFAM-communication-message_class_rejectedevery communication/message_class_rejected scenario holdsE35held
E35-BENCHFAM-compiler-governance_compilerevery compiler/governance_compiler scenario holdsE35held
E35-BENCHFAM-computer_use-bulk_cuevery computer_use/bulk_cu scenario holdsE35held
E35-BENCHFAM-computer_use-computer_use_incompleteevery computer_use/computer_use_incomplete scenario holdsE35held
E35-BENCHFAM-computer_use-computer_use_surfaceevery computer_use/computer_use_surface scenario holdsE35held
E35-BENCHFAM-consequence_graph-consequence_chainevery consequence_graph/consequence_chain scenario holdsE35held
E35-BENCHFAM-control_optimizer-proposal_onlyevery control_optimizer/proposal_only scenario holdsE35held
E35-BENCHFAM-counterfactual-bulk_cfevery counterfactual/bulk_cf scenario holdsE35held
E35-BENCHFAM-counterfactual-counterfactual_fieldevery counterfactual/counterfactual_field scenario holdsE35held
E35-BENCHFAM-counterfactual-interventionevery counterfactual/intervention scenario holdsE35held
E35-BENCHFAM-counterfactual-unknown_interventionevery counterfactual/unknown_intervention scenario holdsE35held
E35-BENCHFAM-degradation-degradation_stateevery degradation/degradation_state scenario holdsE35held
E35-BENCHFAM-deployment-deployment_dimensionevery deployment/deployment_dimension scenario holdsE35held
E35-BENCHFAM-deployment-governance_failure_dominatesevery deployment/governance_failure_dominates scenario holdsE35held
E35-BENCHFAM-economics-economics_metricevery economics/economics_metric scenario holdsE35held
E35-BENCHFAM-economy-economy_attackevery economy/economy_attack scenario holdsE35held
E35-BENCHFAM-environment_query-governance_questionevery environment_query/governance_question scenario holdsE35held
E35-BENCHFAM-environment_query-unknown_answerevery environment_query/unknown_answer scenario holdsE35held
E35-BENCHFAM-environment_query-unknown_queryevery environment_query/unknown_query scenario holdsE35held
E35-BENCHFAM-epistemic-bulk_epistemicevery epistemic/bulk_epistemic scenario holdsE35held
E35-BENCHFAM-epistemic-epistemic_rejectedevery epistemic/epistemic_rejected scenario holdsE35held
E35-BENCHFAM-epistemic-epistemic_stateevery epistemic/epistemic_state scenario holdsE35held
E35-BENCHFAM-evaluation-evaluation_dimensionevery evaluation/evaluation_dimension scenario holdsE35held
E35-BENCHFAM-evolution-evolution_gateevery evolution/evolution_gate scenario holdsE35held
E35-BENCHFAM-fabric-fabric_analyzeevery fabric/fabric_analyze scenario holdsE35held
E35-BENCHFAM-fabric-fabric_review_by_kernelevery fabric/fabric_review_by_kernel scenario holdsE35held
E35-BENCHFAM-failure_predictor-failure_hypothesisevery failure_predictor/failure_hypothesis scenario holdsE35held
E35-BENCHFAM-failure_to_product-f2p_stageevery failure_to_product/f2p_stage scenario holdsE35held
E35-BENCHFAM-goal_integrity-drift_detectedevery goal_integrity/drift_detected scenario holdsE35held
E35-BENCHFAM-goal_integrity-no_driftevery goal_integrity/no_drift scenario holdsE35held
E35-BENCHFAM-harness-harness_eventevery harness/harness_event scenario holdsE35held
E35-BENCHFAM-harness-harness_event_rejectedevery harness/harness_event_rejected scenario holdsE35held
E35-BENCHFAM-integrity-integrity_watchevery integrity/integrity_watch scenario holdsE35held
E35-BENCHFAM-intent_compiler-ambiguity_not_permissionevery intent_compiler/ambiguity_not_permission scenario holdsE35held
E35-BENCHFAM-intent_compiler-intent_fieldevery intent_compiler/intent_field scenario holdsE35held
E35-BENCHFAM-ip-ip_disclosureevery ip/ip_disclosure scenario holdsE35held
E35-BENCHFAM-knowledge-kg_dangling_edgeevery knowledge/kg_dangling_edge scenario holdsE35held
E35-BENCHFAM-knowledge-kg_edgeevery knowledge/kg_edge scenario holdsE35held
E35-BENCHFAM-knowledge-kg_nodeevery knowledge/kg_node scenario holdsE35held
E35-BENCHFAM-knowledge-knowledge_revocationevery knowledge/knowledge_revocation scenario holdsE35held
E35-BENCHFAM-lab-research_labevery lab/research_lab scenario holdsE35held
E35-BENCHFAM-labor-reputation_not_authorityevery labor/reputation_not_authority scenario holdsE35held
E35-BENCHFAM-latency-latency_stageevery latency/latency_stage scenario holdsE35held
E35-BENCHFAM-law-bulk_lawevery law/bulk_law scenario holdsE35held
E35-BENCHFAM-law-no_authorityevery law/no_authority scenario holdsE35held
E35-BENCHFAM-learner-learner_findingevery learner/learner_finding scenario holdsE35held
E35-BENCHFAM-loop-loop_stepevery loop/loop_step scenario holdsE35held
E35-BENCHFAM-loop-no_self_deployevery loop/no_self_deploy scenario holdsE35held
E35-BENCHFAM-marketplace-marketplace_objectevery marketplace/marketplace_object scenario holdsE35held
E35-BENCHFAM-memory-memory_kindevery memory/memory_kind scenario holdsE35held
E35-BENCHFAM-memory-memory_kind_rejectedevery memory/memory_kind_rejected scenario holdsE35held
E35-BENCHFAM-moat-no_market_moatevery moat/no_market_moat scenario holdsE35held
E35-BENCHFAM-obligation-bulk_obevery obligation/bulk_ob scenario holdsE35held
E35-BENCHFAM-obligation-obligation_lifecycleevery obligation/obligation_lifecycle scenario holdsE35held
E35-BENCHFAM-obligation-obligation_modalevery obligation/obligation_modal scenario holdsE35held
E35-BENCHFAM-observation-epistemic_separatedevery observation/epistemic_separated scenario holdsE35held
E35-BENCHFAM-observation-observation_kindevery observation/observation_kind scenario holdsE35held
E35-BENCHFAM-observation-observed_needs_sourceevery observation/observed_needs_source scenario holdsE35held
E35-BENCHFAM-observation-unknown_kind_refusedevery observation/unknown_kind_refused scenario holdsE35held
E35-BENCHFAM-plan_check_act-decision_kindevery plan_check_act/decision_kind scenario holdsE35held
E35-BENCHFAM-policy_conflict-conflict_dimensionevery policy_conflict/conflict_dimension scenario holdsE35held
E35-BENCHFAM-policy_conflict-fail_closedevery policy_conflict/fail_closed scenario holdsE35held
E35-BENCHFAM-policy_optimizer-proposal_onlyevery policy_optimizer/proposal_only scenario holdsE35held
E35-BENCHFAM-prediction-prediction_fieldevery prediction/prediction_field scenario holdsE35held
E35-BENCHFAM-prediction-prediction_signedevery prediction/prediction_signed scenario holdsE35held
E35-BENCHFAM-profile-profile_dimensionevery profile/profile_dimension scenario holdsE35held
E35-BENCHFAM-r2e-research_pipeline_stageevery r2e/research_pipeline_stage scenario holdsE35held
E35-BENCHFAM-radar-radar_no_evidenceevery radar/radar_no_evidence scenario holdsE35held
E35-BENCHFAM-radar-radar_topicevery radar/radar_topic scenario holdsE35held
E35-BENCHFAM-recommendation-recommendation_not_authorityevery recommendation/recommendation_not_authority scenario holdsE35held
E35-BENCHFAM-recommendation-recommendation_refused_as_authorityevery recommendation/recommendation_refused_as_authority scenario holdsE35held
E35-BENCHFAM-red_team-redteam_mayevery red_team/redteam_may scenario holdsE35held
E35-BENCHFAM-red_team-redteam_may_notevery red_team/redteam_may_not scenario holdsE35held
E35-BENCHFAM-regret-regret_dimensionevery regret/regret_dimension scenario holdsE35held
E35-BENCHFAM-research-research_maturityevery research/research_maturity scenario holdsE35held
E35-BENCHFAM-revision-no_revisionevery revision/no_revision scenario holdsE35held
E35-BENCHFAM-revision-state_revisionevery revision/state_revision scenario holdsE35held
E35-BENCHFAM-risk-bulk_riskevery risk/bulk_risk scenario holdsE35held
E35-BENCHFAM-risk-risk_clampedevery risk/risk_clamped scenario holdsE35held
E35-BENCHFAM-risk-risk_dimensionevery risk/risk_dimension scenario holdsE35held
E35-BENCHFAM-risk-unknown_dimensionevery risk/unknown_dimension scenario holdsE35held
E35-BENCHFAM-rollback-rollback_no_authorityevery rollback/rollback_no_authority scenario holdsE35held
E35-BENCHFAM-root_of_trust-root_of_trust_separatedevery root_of_trust/root_of_trust_separated scenario holdsE35held
E35-BENCHFAM-self_governance-self_governance_objectevery self_governance/self_governance_object scenario holdsE35held
E35-BENCHFAM-self_healing-self_healing_allowedevery self_healing/self_healing_allowed scenario holdsE35held
E35-BENCHFAM-self_healing-self_healing_forbiddenevery self_healing/self_healing_forbidden scenario holdsE35held
E35-BENCHFAM-simulation-simulation_is_not_realityevery simulation/simulation_is_not_reality scenario holdsE35held
E35-BENCHFAM-state_predictor-prediction_targetevery state_predictor/prediction_target scenario holdsE35held
E35-BENCHFAM-swarm-swarm_roleevery swarm/swarm_role scenario holdsE35held
E35-BENCHFAM-tournament-tournament_no_authorityevery tournament/tournament_no_authority scenario holdsE35held
E35-BENCHFAM-trajectory-trajectory_stateevery trajectory/trajectory_state scenario holdsE35held
E35-BENCHFAM-world_model-epistemic_stateevery world_model/epistemic_state scenario holdsE35held
E35-BENCHFAM-world_model-transition_simulatedevery world_model/transition_simulated scenario holdsE35held
E36-PERF-task_successperformance dimension task_success is evidenceE36held
E36-PERF-latencyperformance dimension latency is evidenceE36held
E36-PERF-costperformance dimension cost is evidenceE36held
E36-PERF-reliabilityperformance dimension reliability is evidenceE36held
E36-PERF-governance_complianceperformance dimension governance_compliance is evidenceE36held
E36-PERF-proof_completenessperformance dimension proof_completeness is evidenceE36held
E36-PERF-recovery_qualityperformance dimension recovery_quality is evidenceE36held
E36-PERF-incident_rateperformance dimension incident_rate is evidenceE36held
E36-PERF-false_actionsperformance dimension false_actions is evidenceE36held
E36-PERF-false_refusalsperformance dimension false_refusals is evidenceE36held
E36-PERF-resource_efficiencyperformance dimension resource_efficiency is evidenceE36held
E36-CORPUS-transaction_patternscorpus category transaction_patterns existsE36held
E36-CORPUS-governance_failurescorpus category governance_failures existsE36held
E36-CORPUS-successful_governancecorpus category successful_governance existsE36held
E36-CORPUS-service_reliabilitycorpus category service_reliability existsE36held
E36-CORPUS-agent_behaviorcorpus category agent_behavior existsE36held
E36-CORPUS-delegation_behaviorcorpus category delegation_behavior existsE36held
E36-CORPUS-contract_failurescorpus category contract_failures existsE36held
E36-CORPUS-recoverycorpus category recovery existsE36held
E36-CORPUS-economic_attackscorpus category economic_attacks existsE36held
E36-CORPUS-proof_patternscorpus category proof_patterns existsE36held
E36-CORPUS-conformance_resultscorpus category conformance_results existsE36held
E36-TELEMETRY-latencytelemetry metric latency existsE36held
E36-CAT-lawevery law scenario holdsE36held
E36-CAT-identityevery identity scenario holdsE36held
E36-CAT-passportevery passport scenario holdsE36held
E36-CAT-discoveryevery discovery scenario holdsE36held
E36-CAT-matchevery match scenario holdsE36held
E36-CAT-marketplaceevery marketplace scenario holdsE36held
E36-CAT-procurementevery procurement scenario holdsE36held
E36-CAT-negotiationevery negotiation scenario holdsE36held
E36-CAT-contractevery contract scenario holdsE36held
E36-CAT-contract_compileevery contract_compile scenario holdsE36held
E36-CAT-slaevery sla scenario holdsE36held
E36-CAT-performanceevery performance scenario holdsE36held
E36-CAT-reputationevery reputation scenario holdsE36held
E36-CAT-escrowevery escrow scenario holdsE36held
E36-CAT-paymentevery payment scenario holdsE36held
E36-CAT-receiptevery receipt scenario holdsE36held
E36-CAT-disputeevery dispute scenario holdsE36held
E36-CAT-arbitrationevery arbitration scenario holdsE36held
E36-CAT-risk_poolevery risk_pool scenario holdsE36held
E36-CAT-warrantyevery warranty scenario holdsE36held
E36-CAT-proof_marketevery proof_market scenario holdsE36held
E36-CAT-bidevery bid scenario holdsE36held
E36-CAT-auctionevery auction scenario holdsE36held
E36-CAT-compositionevery composition scenario holdsE36held

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Other niches

Consensus & distributed systems · Attacks, threats & containment · Identity, authority & delegation · Evidence, receipts & proofs · Memory, data & privacy · Prediction, world models & simulation · Transactions, markets & economics · Tools, MCP, protocols & adapters · Autonomy, control loops & recovery · Policy, law & governance · Trust & reputation · Supply chain, registry & lifecycle · Core guarantees

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