schema_version stringclasses 1
value | event dict | identity_context dict | causal_telemetry_stream listlengths 7 7 | reasoning_trace dict | detection_logic dict | simulation dict |
|---|---|---|---|---|---|---|
1.0.0-atlas-apex-sample | {
"confidence": 0.954,
"id": "ATLAS-100674",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T11:14:00Z",
"trace_id": "26f5c6d5-233e-21ef-fabb-2364a4be4e4b"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.72"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.975,
"latency_ms": 3746,
"timestamp": "2026-01-01T09:44:51.184673Z",
"value_at_risk_usd": 6743986.45
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 28,
"confidence_threshold": 0.584,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 69.98
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.747",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.626,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.685,
"id": "ATLAS-102448",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-02T16:48:00Z",
"trace_id": "a14ed634-1d30-2d4b-9dc7-5260efe0b6fa"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.6"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.796,
"latency_ms": 659,
"timestamp": "2026-01-02T15:04:57.331334Z",
"value_at_risk_usd": 13784073.66
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 42,
"confidence_threshold": 0.695,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 54.22
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.816",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.795,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.49,
"id": "ATLAS-101200",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-01T20:00:00Z",
"trace_id": "b36682e6-d4f2-0774-156c-1280fe4f1258"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.37"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.508,
"latency_ms": 2105,
"timestamp": "2026-01-01T16:10:55.580699Z",
"value_at_risk_usd": 4837200.35
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 8,
"confidence_threshold": 0.585,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 82.21
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.659",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.854,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.903,
"id": "ATLAS-107501",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-06T05:01:00Z",
"trace_id": "572c8f76-fdbb-b9a6-f726-09d562fc438a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.58"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.455,
"latency_ms": 492,
"timestamp": "2026-01-06T02:12:17.326487Z",
"value_at_risk_usd": 7517451.39
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 27,
"confidence_threshold": 0.7,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 25.48
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.759",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.861,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.795,
"id": "ATLAS-108580",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-06T23:00:00Z",
"trace_id": "1b3a9c45-c912-b03e-c64c-23d1fd579dab"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.46"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.753,
"latency_ms": 2555,
"timestamp": "2026-01-06T21:28:23.062310Z",
"value_at_risk_usd": 18862038.38
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 37,
"confidence_threshold": 0.808,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -12.62
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.755",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.619,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.941,
"id": "ATLAS-100997",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T16:37:00Z",
"trace_id": "296baa88-c249-6718-3af1-e2a255ed3280"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.36"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.861,
"latency_ms": 1124,
"timestamp": "2026-01-01T14:48:42.359698Z",
"value_at_risk_usd": 22904922.44
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 136,
"confidence_threshold": 0.585,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 94.68
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.637",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.632,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.534,
"id": "ATLAS-103177",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T04:57:00Z",
"trace_id": "b63cdd1c-b3af-711e-acbe-65bbe82fb1a6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.11"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.593,
"latency_ms": 970,
"timestamp": "2026-01-03T04:28:01.280057Z",
"value_at_risk_usd": 23301166.41
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.852,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 93.66
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.689",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.943,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.589,
"id": "ATLAS-107900",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T11:40:00Z",
"trace_id": "b526f79e-31ae-f86c-bda1-c8f5a7a30ff4"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.69"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.477,
"latency_ms": 1253,
"timestamp": "2026-01-06T09:21:01.330735Z",
"value_at_risk_usd": 14537671.42
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 16,
"confidence_threshold": 0.625,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 43.62
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.756",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.618,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.943,
"id": "ATLAS-105434",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-04T18:34:00Z",
"trace_id": "fff56e91-379e-8e71-b9a7-e1204dc327bc"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.71"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.578,
"latency_ms": 3706,
"timestamp": "2026-01-04T15:26:50.410888Z",
"value_at_risk_usd": 3641852.15
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 38,
"confidence_threshold": 0.79,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 77.79
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.663",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.565,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.572,
"id": "ATLAS-106384",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T10:24:00Z",
"trace_id": "9d68b410-869a-ed4d-832f-aa00cd4011ea"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.8"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.852,
"latency_ms": 2870,
"timestamp": "2026-01-05T06:29:47.364686Z",
"value_at_risk_usd": 20577873.07
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 99,
"confidence_threshold": 0.796,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -8.88
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.697",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.933,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.65,
"id": "ATLAS-107009",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T20:49:00Z",
"trace_id": "12c20124-387f-1f71-15eb-938b7546f4fc"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.25"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.922,
"latency_ms": 1740,
"timestamp": "2026-01-05T19:49:10.805253Z",
"value_at_risk_usd": 20023110.78
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 66,
"confidence_threshold": 0.843,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 76.93
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.752",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.695,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.812,
"id": "ATLAS-102720",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-02T21:20:00Z",
"trace_id": "6e36a64f-74f6-e18a-31dc-2aaf0805c75d"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.8"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.797,
"latency_ms": 87,
"timestamp": "2026-01-02T18:50:39.263525Z",
"value_at_risk_usd": 20535007.33
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 43,
"confidence_threshold": 0.81,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 77.42
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.856",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.636,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.563,
"id": "ATLAS-109152",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-07T08:32:00Z",
"trace_id": "0c404a71-13b0-0064-7956-831af3af1772"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.5"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.676,
"latency_ms": 2700,
"timestamp": "2026-01-07T05:00:19.896992Z",
"value_at_risk_usd": 15630010.14
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 36,
"confidence_threshold": 0.681,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 71.47
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.775",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.712,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.69,
"id": "ATLAS-106082",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-05T05:22:00Z",
"trace_id": "3be6d17e-3c1b-48dd-4bec-e9228104c5b0"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.43"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.916,
"latency_ms": 1819,
"timestamp": "2026-01-05T01:26:35.666885Z",
"value_at_risk_usd": 17020378.41
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 16,
"confidence_threshold": 0.551,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 72.82
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.752",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.837,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.509,
"id": "ATLAS-103719",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-03T13:59:00Z",
"trace_id": "74fafa3a-db6a-c0e4-a276-bd6bab54c9b4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.27"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.973,
"latency_ms": 379,
"timestamp": "2026-01-03T12:02:31.407876Z",
"value_at_risk_usd": 1912662.7
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 29,
"confidence_threshold": 0.907,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 63.1
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.667,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.61,
"id": "ATLAS-109007",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-07T06:07:00Z",
"trace_id": "d57f0817-5ad1-69af-ac1e-1b0f10f7d101"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.34"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.947,
"latency_ms": 186,
"timestamp": "2026-01-07T02:14:03.390886Z",
"value_at_risk_usd": 6920846.26
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 44,
"confidence_threshold": 0.785,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -26.42
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.685",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.627,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.494,
"id": "ATLAS-100409",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-01T06:49:00Z",
"trace_id": "a27e5970-0452-ba51-8223-c495b64a46f5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.7"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.534,
"latency_ms": 428,
"timestamp": "2026-01-01T06:35:09.349573Z",
"value_at_risk_usd": 12287347.94
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 27,
"confidence_threshold": 0.602,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 40.03
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.764",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.848,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.684,
"id": "ATLAS-104612",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T04:52:00Z",
"trace_id": "0f57f508-008d-acf2-291a-acc6227e3e02"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.29"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.505,
"latency_ms": 365,
"timestamp": "2026-01-04T03:57:33.939609Z",
"value_at_risk_usd": 8399898.42
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 21,
"confidence_threshold": 0.881,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 62.51
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.686",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.737,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.434,
"id": "ATLAS-109412",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-07T12:52:00Z",
"trace_id": "688679ae-8a07-95d0-0b46-8a54331e3ae2"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.67"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.531,
"latency_ms": 1244,
"timestamp": "2026-01-07T11:50:56.545039Z",
"value_at_risk_usd": 6511342.8
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 77,
"confidence_threshold": 0.683,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -27.68
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.591",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.551,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.568,
"id": "ATLAS-106496",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-05T12:16:00Z",
"trace_id": "6563b7a4-95cb-ccdd-96da-de2e7aa3f7cd"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.14"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.523,
"latency_ms": 3582,
"timestamp": "2026-01-05T08:17:15.491091Z",
"value_at_risk_usd": 20822690.71
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 58,
"confidence_threshold": 0.878,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 32.28
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.656",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.64,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.96,
"id": "ATLAS-102894",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T00:14:00Z",
"trace_id": "eda80463-e997-d36c-e6b8-26042001713c"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.89"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.767,
"latency_ms": 159,
"timestamp": "2026-01-02T23:52:09.426554Z",
"value_at_risk_usd": 19457379.73
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 36,
"confidence_threshold": 0.687,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 56.53
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.762",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.519,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.901,
"id": "ATLAS-103313",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-03T07:13:00Z",
"trace_id": "ca8551c5-5c3b-c39e-5d06-9b84066094df"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.82"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.516,
"latency_ms": 2362,
"timestamp": "2026-01-03T03:55:02.317619Z",
"value_at_risk_usd": 4477266.13
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 77,
"confidence_threshold": 0.682,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 5.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.738",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.586,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.537,
"id": "ATLAS-109257",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-07T10:17:00Z",
"trace_id": "8ceeb25a-e188-67f7-e513-24b3543f590e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.23"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.971,
"latency_ms": 418,
"timestamp": "2026-01-07T08:32:34.602517Z",
"value_at_risk_usd": 16532515.89
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 35,
"confidence_threshold": 0.829,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 52.53
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.778",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.722,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.615,
"id": "ATLAS-101314",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T21:54:00Z",
"trace_id": "4e6466f4-d7e0-a041-ee23-d837443100e0"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.43"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.706,
"latency_ms": 3283,
"timestamp": "2026-01-01T19:04:57.739591Z",
"value_at_risk_usd": 20308895.38
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 84,
"confidence_threshold": 0.661,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 60.96
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.67",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.602,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.459,
"id": "ATLAS-108329",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T18:49:00Z",
"trace_id": "436925b5-db40-75f3-c769-57076f19a088"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.16"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.639,
"latency_ms": 941,
"timestamp": "2026-01-06T16:09:03.096490Z",
"value_at_risk_usd": 5163866.23
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 67,
"confidence_threshold": 0.762,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 5.24
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.636",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.565,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.486,
"id": "ATLAS-102585",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T19:05:00Z",
"trace_id": "34b5ddd8-4fdc-9955-738c-55740df865ef"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.823,
"latency_ms": 2072,
"timestamp": "2026-01-02T16:39:07.352573Z",
"value_at_risk_usd": 745528.27
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 45,
"confidence_threshold": 0.841,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 15.86
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.624",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.7,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.697,
"id": "ATLAS-105765",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T00:05:00Z",
"trace_id": "8235125a-fa12-06ac-9e18-c2229bc58c57"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.48"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.535,
"latency_ms": 1022,
"timestamp": "2026-01-04T21:19:16.779689Z",
"value_at_risk_usd": 15336302.92
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 28,
"confidence_threshold": 0.569,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 5.38
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.675",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.563,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.524,
"id": "ATLAS-109260",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-07T10:20:00Z",
"trace_id": "8e3c8bf6-f609-068d-37d4-d7592be73720"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.24"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.722,
"latency_ms": 1814,
"timestamp": "2026-01-07T08:44:20.624828Z",
"value_at_risk_usd": 2382043.81
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 71,
"confidence_threshold": 0.668,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 18.37
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.694",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.915,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.495,
"id": "ATLAS-104865",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T09:05:00Z",
"trace_id": "54e6066a-0cf4-1285-5e84-3573e8fe30ac"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.63"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.47,
"latency_ms": 1672,
"timestamp": "2026-01-04T07:45:03.394954Z",
"value_at_risk_usd": 7022910.4
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 76,
"confidence_threshold": 0.69,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 24.16
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.656",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.536,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.466,
"id": "ATLAS-101250",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-01T20:50:00Z",
"trace_id": "aceab166-ee99-cc6b-acb1-21eeeca09df2"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.81"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.719,
"latency_ms": 2033,
"timestamp": "2026-01-01T17:47:15.864556Z",
"value_at_risk_usd": 9749921.68
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 54,
"confidence_threshold": 0.797,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 50.37
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.714",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.686,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.885,
"id": "ATLAS-103583",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T11:43:00Z",
"trace_id": "9bccf78f-2639-070e-d40f-79172aadb9fa"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.52"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.891,
"latency_ms": 2919,
"timestamp": "2026-01-03T09:59:05.227735Z",
"value_at_risk_usd": 5012326.76
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 42,
"confidence_threshold": 0.903,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 50.36
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.671",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.69,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.436,
"id": "ATLAS-103102",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-03T03:42:00Z",
"trace_id": "fff9f1bd-665b-2f93-4772-c4ed664266d3"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.83"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.474,
"latency_ms": 255,
"timestamp": "2026-01-03T00:04:48.605156Z",
"value_at_risk_usd": 24025849.88
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.618,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 56.53
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.69",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.702,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.628,
"id": "ATLAS-106786",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-05T17:06:00Z",
"trace_id": "072d9acb-1caf-0ed6-2b39-36975e7ab67b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.22"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.628,
"latency_ms": 1058,
"timestamp": "2026-01-05T15:29:40.058942Z",
"value_at_risk_usd": 3031718.62
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 43,
"confidence_threshold": 0.562,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 24.28
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.722",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.501,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.481,
"id": "ATLAS-102677",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T20:37:00Z",
"trace_id": "fc10b29b-4171-8214-d857-4bacd303b75d"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.78"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.865,
"latency_ms": 2349,
"timestamp": "2026-01-02T19:03:17.663467Z",
"value_at_risk_usd": 843223.33
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 7,
"confidence_threshold": 0.746,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 77.27
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.715",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.967,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.403,
"id": "ATLAS-107549",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T05:49:00Z",
"trace_id": "808780d0-8379-9d39-0a19-c749fbe518df"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.13"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.741,
"latency_ms": 1695,
"timestamp": "2026-01-06T04:39:39.700986Z",
"value_at_risk_usd": 1898384.61
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 47,
"confidence_threshold": 0.602,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 80.93
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.694",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.552,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.886,
"id": "ATLAS-109853",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-07T20:13:00Z",
"trace_id": "b3bfb06c-1f68-1b53-d8fd-e695eb27ec0e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.46"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.914,
"latency_ms": 3875,
"timestamp": "2026-01-07T18:37:10.322947Z",
"value_at_risk_usd": 8722016.73
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 76,
"confidence_threshold": 0.919,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 27.55
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.668",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.647,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.538,
"id": "ATLAS-107482",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T04:42:00Z",
"trace_id": "e3011ac7-4a9f-9319-8440-d30281095fbc"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.46"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.776,
"latency_ms": 2855,
"timestamp": "2026-01-06T02:53:17.486440Z",
"value_at_risk_usd": 694873.11
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 107,
"confidence_threshold": 0.717,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 75.11
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.795",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.793,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.599,
"id": "ATLAS-106851",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T18:11:00Z",
"trace_id": "383f7cd6-6904-3e8e-fd03-287393427b57"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.6"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.506,
"latency_ms": 1448,
"timestamp": "2026-01-05T17:54:24.312693Z",
"value_at_risk_usd": 10520868.92
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 52,
"confidence_threshold": 0.706,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 74.59
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.724",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.714,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.96,
"id": "ATLAS-103996",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T18:36:00Z",
"trace_id": "ebe8608d-2051-9d5a-7036-a4949b2c1809"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.36"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.837,
"latency_ms": 834,
"timestamp": "2026-01-03T17:08:07.927250Z",
"value_at_risk_usd": 17244726.34
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 58,
"confidence_threshold": 0.731,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 90.91
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.719",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.849,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.664,
"id": "ATLAS-101358",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T22:38:00Z",
"trace_id": "401d516e-4321-9ef7-8091-691bd4aebbc5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.62"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.94,
"latency_ms": 2521,
"timestamp": "2026-01-01T22:28:53.248766Z",
"value_at_risk_usd": 10234595.16
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 114,
"confidence_threshold": 0.664,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 63.79
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.731",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.884,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.775,
"id": "ATLAS-102972",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T01:32:00Z",
"trace_id": "fbd28b75-2ad9-b300-4924-fb1237807475"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.751,
"latency_ms": 2191,
"timestamp": "2026-01-03T00:01:53.628679Z",
"value_at_risk_usd": 14872537.51
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 49,
"confidence_threshold": 0.801,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -11.23
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.709",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.812,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.603,
"id": "ATLAS-106417",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T10:57:00Z",
"trace_id": "1aed4fd7-c4e3-7180-94ca-12dc5831ec1e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.85"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.87,
"latency_ms": 2027,
"timestamp": "2026-01-05T08:23:02.686641Z",
"value_at_risk_usd": 13257812.47
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 84,
"confidence_threshold": 0.849,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 54.83
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.774",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.582,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.789,
"id": "ATLAS-108306",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T18:26:00Z",
"trace_id": "40b51910-4974-a110-d724-3a12b48cae62"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.24"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.855,
"latency_ms": 3611,
"timestamp": "2026-01-06T17:37:38.211615Z",
"value_at_risk_usd": 10050851.35
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 48,
"confidence_threshold": 0.777,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 2.1
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.674",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.623,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.784,
"id": "ATLAS-103524",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T10:44:00Z",
"trace_id": "653a18fb-606f-96f6-7d51-9c8b08a2d0c7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.81"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.517,
"latency_ms": 838,
"timestamp": "2026-01-03T07:31:43.681203Z",
"value_at_risk_usd": 14139347.09
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 52,
"confidence_threshold": 0.758,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 32.74
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.617",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.774,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.796,
"id": "ATLAS-104641",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-04T05:21:00Z",
"trace_id": "9213b7b6-e0dd-1180-80e0-9274048274b2"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.956,
"latency_ms": 3356,
"timestamp": "2026-01-04T04:11:10.772530Z",
"value_at_risk_usd": 17641909.36
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 97,
"confidence_threshold": 0.646,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 19.53
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.715",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.659,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.568,
"id": "ATLAS-101810",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T06:10:00Z",
"trace_id": "d8145d15-0da4-a0d1-f2ab-6903f44f05ed"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.48"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.626,
"latency_ms": 502,
"timestamp": "2026-01-02T03:36:39.074782Z",
"value_at_risk_usd": 2629668.54
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 130,
"confidence_threshold": 0.824,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 31.11
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.813",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.779,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.619,
"id": "ATLAS-100432",
"outcome": "executed_with_caveats",
"strategic_value": "transformative",
"timestamp": "2026-01-01T07:12:00Z",
"trace_id": "1de883ef-2044-8d4c-c732-ca9bc992e0cc"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.83"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.839,
"latency_ms": 99,
"timestamp": "2026-01-01T06:55:02.862168Z",
"value_at_risk_usd": 11998910
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 68,
"confidence_threshold": 0.898,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -12.88
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.749",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.861,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.956,
"id": "ATLAS-103927",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T17:27:00Z",
"trace_id": "56aaa794-25f0-994e-ba82-fe55ec62c77f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.35"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.745,
"latency_ms": 1426,
"timestamp": "2026-01-03T14:32:08.477477Z",
"value_at_risk_usd": 11601143.17
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 134,
"confidence_threshold": 0.789,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 59.72
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.638",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.844,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.461,
"id": "ATLAS-100027",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-01T00:27:00Z",
"trace_id": "862268d1-6683-e107-96c0-44d06f887f28"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.42"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.627,
"latency_ms": 51,
"timestamp": "2025-12-31T21:06:13.285143Z",
"value_at_risk_usd": 6391710
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 18,
"confidence_threshold": 0.712,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 11.63
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.748",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.74,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.641,
"id": "ATLAS-107253",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T00:53:00Z",
"trace_id": "0546932a-da13-9965-c113-98669d699b43"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.88"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.826,
"latency_ms": 1943,
"timestamp": "2026-01-05T23:52:18.895545Z",
"value_at_risk_usd": 5244777.34
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 14,
"confidence_threshold": 0.836,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 35.72
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.84",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.775,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.608,
"id": "ATLAS-102546",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-02T18:26:00Z",
"trace_id": "40b4a232-4392-f4fd-077f-977efad8e49c"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.62"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.704,
"latency_ms": 2536,
"timestamp": "2026-01-02T17:50:26.394107Z",
"value_at_risk_usd": 12126203.85
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 30,
"confidence_threshold": 0.73,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 78.2
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.746",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.959,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.944,
"id": "ATLAS-104513",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T03:13:00Z",
"trace_id": "c8dd0773-065f-c4bd-4fcc-475ffb2da525"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.28"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.814,
"latency_ms": 3825,
"timestamp": "2026-01-04T02:38:51.142310Z",
"value_at_risk_usd": 18450222.88
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.697,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 59.83
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.769",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.579,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.622,
"id": "ATLAS-106225",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T07:45:00Z",
"trace_id": "4a6d1676-aa65-39d9-7362-3339f7a2f62f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.88"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.506,
"latency_ms": 1229,
"timestamp": "2026-01-05T05:12:13.100231Z",
"value_at_risk_usd": 12316578.99
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 74,
"confidence_threshold": 0.78,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 23.93
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.646",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.792,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.961,
"id": "ATLAS-108779",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-07T02:19:00Z",
"trace_id": "afcaf196-0b60-5fa2-f19a-2537fc1f1528"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.2"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.764,
"latency_ms": 1319,
"timestamp": "2026-01-07T02:14:03.609951Z",
"value_at_risk_usd": 23972112.01
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 18,
"confidence_threshold": 0.671,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 31.34
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.769,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.721,
"id": "ATLAS-105970",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T03:30:00Z",
"trace_id": "96c59fe1-4c5f-a980-784e-c5457aca289e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.81"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.824,
"latency_ms": 3636,
"timestamp": "2026-01-05T00:45:51.328324Z",
"value_at_risk_usd": 5144729.3
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 65,
"confidence_threshold": 0.827,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -11.56
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.715",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.658,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.667,
"id": "ATLAS-102144",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-02T11:44:00Z",
"trace_id": "5f49fdaf-3dce-b80b-7ff2-8d062546588e"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.45"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.552,
"latency_ms": 2099,
"timestamp": "2026-01-02T10:28:23.024184Z",
"value_at_risk_usd": 12647310.75
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 130,
"confidence_threshold": 0.569,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -25.59
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.76",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.895,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.969,
"id": "ATLAS-109941",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T21:41:00Z",
"trace_id": "501aa861-c689-4a4e-780f-89f08efa855c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.89"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.495,
"latency_ms": 2528,
"timestamp": "2026-01-07T20:13:09.699615Z",
"value_at_risk_usd": 110503.86
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 131,
"confidence_threshold": 0.644,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 30.78
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.625",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.858,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.424,
"id": "ATLAS-104241",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T22:41:00Z",
"trace_id": "02be19ec-2b73-5b8c-8635-9918b12f9093"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.78"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.512,
"latency_ms": 476,
"timestamp": "2026-01-03T18:44:43.430610Z",
"value_at_risk_usd": 23528196.13
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 40,
"confidence_threshold": 0.629,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 42.27
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.666",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.652,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.591,
"id": "ATLAS-105455",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-04T18:55:00Z",
"trace_id": "a4f74c1f-3095-3d81-d9e8-991f8c2f6d83"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.87"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.944,
"latency_ms": 3992,
"timestamp": "2026-01-04T16:04:11.592629Z",
"value_at_risk_usd": 5645602.77
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 18,
"confidence_threshold": 0.807,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 19.08
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.695",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.665,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.484,
"id": "ATLAS-102265",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T13:45:00Z",
"trace_id": "4fcf906e-81b2-2a54-1d18-b35dfc37e85c"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.6"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.77,
"latency_ms": 1106,
"timestamp": "2026-01-02T10:30:41.947591Z",
"value_at_risk_usd": 20598591.7
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 121,
"confidence_threshold": 0.863,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 52.44
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.775",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.889,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.538,
"id": "ATLAS-104492",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T02:52:00Z",
"trace_id": "87ba8fcc-3453-3e33-59bf-6d7bbbc7bc3c"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.478,
"latency_ms": 2684,
"timestamp": "2026-01-03T23:08:51.094959Z",
"value_at_risk_usd": 10542737.11
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 38,
"confidence_threshold": 0.706,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 68.16
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.668",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.885,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.475,
"id": "ATLAS-104147",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T21:07:00Z",
"trace_id": "d8b835bc-a99d-e436-5e75-50b4db59d41b"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.12"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.989,
"latency_ms": 3634,
"timestamp": "2026-01-03T19:22:11.240398Z",
"value_at_risk_usd": 17160644.39
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 112,
"confidence_threshold": 0.559,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 18.38
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.721",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.547,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.947,
"id": "ATLAS-109132",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T08:12:00Z",
"trace_id": "0f5d8098-86cb-97f0-60b5-6e1a94840725"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.19"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.688,
"latency_ms": 2438,
"timestamp": "2026-01-07T07:24:15.504873Z",
"value_at_risk_usd": 2366324
},
{
"data_source": "simulation_twin",
"domain": "... | {
"branches_evaluated": 71,
"confidence_threshold": 0.859,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 47.23
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.697",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.839,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.873,
"id": "ATLAS-106073",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T05:13:00Z",
"trace_id": "4a620466-666b-28a3-5b35-52de1517b3bf"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.37"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.497,
"latency_ms": 1636,
"timestamp": "2026-01-05T04:18:38.866581Z",
"value_at_risk_usd": 169599.37
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 75,
"confidence_threshold": 0.664,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -25.04
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.721",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.539,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.485,
"id": "ATLAS-101485",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T00:45:00Z",
"trace_id": "222218cc-e305-50cf-e47d-de08fbf664ef"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.73"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.756,
"latency_ms": 1293,
"timestamp": "2026-01-01T21:22:50.496652Z",
"value_at_risk_usd": 8740655.72
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 47,
"confidence_threshold": 0.7,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 66.6
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.687",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.758,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.724,
"id": "ATLAS-107064",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-05T21:44:00Z",
"trace_id": "f79a6989-b7e4-a798-9b8b-2c100dcf32b1"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.36"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.721,
"latency_ms": 2595,
"timestamp": "2026-01-05T19:37:33.589034Z",
"value_at_risk_usd": 9368358.08
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 26,
"confidence_threshold": 0.834,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -21.09
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.685",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.759,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.462,
"id": "ATLAS-103764",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T14:44:00Z",
"trace_id": "713eb0f1-a72e-0aa5-7b49-5b3380bb9aa5"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.958,
"latency_ms": 3889,
"timestamp": "2026-01-03T11:14:42.788699Z",
"value_at_risk_usd": 16813592.67
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 96,
"confidence_threshold": 0.631,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -19.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.785",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.749,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.459,
"id": "ATLAS-108595",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T23:15:00Z",
"trace_id": "42fb0251-d575-3f61-4f23-7959b87bf776"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.49"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.621,
"latency_ms": 2694,
"timestamp": "2026-01-06T19:52:04.335626Z",
"value_at_risk_usd": 20669169
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 58,
"confidence_threshold": 0.744,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 50.11
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.519,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.837,
"id": "ATLAS-100585",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T09:45:00Z",
"trace_id": "ba09ad83-b3cb-3f5a-d98d-f6a0d7177de4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.61"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.578,
"latency_ms": 3297,
"timestamp": "2026-01-01T07:58:01.730328Z",
"value_at_risk_usd": 17699470.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 11,
"confidence_threshold": 0.572,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 70.01
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.764",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.752,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.556,
"id": "ATLAS-101583",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T02:23:00Z",
"trace_id": "37e9abd6-3552-27fd-a777-3d720d010e2a"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.88"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.703,
"latency_ms": 894,
"timestamp": "2026-01-01T22:59:19.185695Z",
"value_at_risk_usd": 24846746.65
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 56,
"confidence_threshold": 0.591,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 62.42
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.654",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.667,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.909,
"id": "ATLAS-106089",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T05:29:00Z",
"trace_id": "125813ed-4214-49e5-774d-ec81a8420a9f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.5"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.522,
"latency_ms": 961,
"timestamp": "2026-01-05T04:42:09.284617Z",
"value_at_risk_usd": 21343262.24
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 63,
"confidence_threshold": 0.856,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -9.09
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.695",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.712,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.599,
"id": "ATLAS-103930",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T17:30:00Z",
"trace_id": "d9ffb4da-d602-a68a-d461-0e3147395ab8"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.18"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.805,
"latency_ms": 2353,
"timestamp": "2026-01-03T17:12:12.073708Z",
"value_at_risk_usd": 4076694.78
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 161,
"confidence_threshold": 0.664,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 56.97
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.627",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.655,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.564,
"id": "ATLAS-108628",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-06T23:48:00Z",
"trace_id": "d4632686-1c7d-998b-fabc-d96cab387c7b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.68"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.792,
"latency_ms": 3719,
"timestamp": "2026-01-06T21:51:25.949813Z",
"value_at_risk_usd": 13393956.45
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 16,
"confidence_threshold": 0.621,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 72.5
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.768",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.559,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.739,
"id": "ATLAS-107913",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T11:53:00Z",
"trace_id": "1afc3996-ac66-145f-6032-3c4402353061"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.38"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.536,
"latency_ms": 2552,
"timestamp": "2026-01-06T10:38:51.054474Z",
"value_at_risk_usd": 11834015.86
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 36,
"confidence_threshold": 0.682,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -24.53
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.706",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.817,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.756,
"id": "ATLAS-104765",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-04T07:25:00Z",
"trace_id": "d5f06eb5-caa0-77fb-06ed-b383101ab2b6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.2"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.847,
"latency_ms": 1702,
"timestamp": "2026-01-04T04:46:03.190263Z",
"value_at_risk_usd": 2868946.4
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 20,
"confidence_threshold": 0.85,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 81
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.738",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.594,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.756,
"id": "ATLAS-105822",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T01:02:00Z",
"trace_id": "8d377bbb-9229-088f-5c75-f79b4a56a088"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.79"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.782,
"latency_ms": 1820,
"timestamp": "2026-01-04T22:37:12.869486Z",
"value_at_risk_usd": 19053053.17
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 18,
"confidence_threshold": 0.649,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 30.78
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.728",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.55,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.712,
"id": "ATLAS-104551",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T03:51:00Z",
"trace_id": "7829f368-1e43-2da9-d06d-6a86467ac026"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.651,
"latency_ms": 2066,
"timestamp": "2026-01-04T01:36:11.991141Z",
"value_at_risk_usd": 20270177.23
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 100,
"confidence_threshold": 0.816,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -13.46
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.693",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.617,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.901,
"id": "ATLAS-105763",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-05T00:03:00Z",
"trace_id": "f75f3559-64f8-ea44-fd05-6f5bbe433f15"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.23"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.508,
"latency_ms": 3153,
"timestamp": "2026-01-04T21:45:41.926197Z",
"value_at_risk_usd": 8408814.04
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 59,
"confidence_threshold": 0.639,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -24.26
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.699",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.617,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.819,
"id": "ATLAS-109547",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T15:07:00Z",
"trace_id": "7f13394b-b391-9f50-4a41-3d12546575b0"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.37"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.528,
"latency_ms": 1716,
"timestamp": "2026-01-07T12:50:43.326350Z",
"value_at_risk_usd": 5412349.14
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 15,
"confidence_threshold": 0.729,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 76.25
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.661",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.929,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.495,
"id": "ATLAS-103546",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T11:06:00Z",
"trace_id": "8d0c490a-f66a-0d86-8caa-984cff107109"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.82"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.759,
"latency_ms": 1025,
"timestamp": "2026-01-03T07:34:13.083694Z",
"value_at_risk_usd": 18769623.92
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 37,
"confidence_threshold": 0.685,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 60.29
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.81,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.483,
"id": "ATLAS-101897",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T07:37:00Z",
"trace_id": "8d8c1c55-edde-2b72-4ee3-5ae4fc3143d8"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.45"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.825,
"latency_ms": 3064,
"timestamp": "2026-01-02T05:12:55.153980Z",
"value_at_risk_usd": 21811616.4
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 24,
"confidence_threshold": 0.889,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 2.59
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.671",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.727,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.463,
"id": "ATLAS-101086",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T18:06:00Z",
"trace_id": "050f08a6-7c14-1e97-dfd4-e0c2e5f33e3d"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.75"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.768,
"latency_ms": 41,
"timestamp": "2026-01-01T15:37:19.626382Z",
"value_at_risk_usd": 6718879.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 85,
"confidence_threshold": 0.715,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 18.81
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.655",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.957,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.674,
"id": "ATLAS-109049",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T06:49:00Z",
"trace_id": "a7c10f53-71c2-fe0c-d981-2d16ac2df1ee"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.53"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.65,
"latency_ms": 1764,
"timestamp": "2026-01-07T03:04:04.095558Z",
"value_at_risk_usd": 28809.21
},
{
"data_source": "simulation_twin",
"domain": "... | {
"branches_evaluated": 77,
"confidence_threshold": 0.571,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 27.93
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.732",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.583,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.844,
"id": "ATLAS-106575",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T13:35:00Z",
"trace_id": "14719a77-afee-12a1-936e-097ad178422a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.849,
"latency_ms": 2830,
"timestamp": "2026-01-05T10:10:09.279351Z",
"value_at_risk_usd": 779087.81
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 76,
"confidence_threshold": 0.805,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 8.65
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.75",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.836,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.487,
"id": "ATLAS-102591",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-02T19:11:00Z",
"trace_id": "10ccfdf2-77bf-1f96-9521-8999d9337bd4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.5"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.583,
"latency_ms": 1704,
"timestamp": "2026-01-02T17:25:30.615798Z",
"value_at_risk_usd": 21102117.51
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 40,
"confidence_threshold": 0.568,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 87.32
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.726",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.653,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.534,
"id": "ATLAS-106259",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T08:19:00Z",
"trace_id": "3aa953d6-8ffc-3985-3065-1c66468c8eaf"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.48"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.46,
"latency_ms": 2699,
"timestamp": "2026-01-05T07:16:40.673641Z",
"value_at_risk_usd": 21052618.41
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 42,
"confidence_threshold": 0.574,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 73.69
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.635",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.85,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.527,
"id": "ATLAS-106690",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T15:30:00Z",
"trace_id": "72116089-1c31-db7d-c84d-8e7e2b88a708"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.11"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.543,
"latency_ms": 2078,
"timestamp": "2026-01-05T14:15:17.055392Z",
"value_at_risk_usd": 14675454.76
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 13,
"confidence_threshold": 0.847,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 24.86
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.655",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.645,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.867,
"id": "ATLAS-102361",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-02T15:21:00Z",
"trace_id": "d4aca264-bb92-441c-94f7-2af73d9ec403"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.27"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.6,
"latency_ms": 1924,
"timestamp": "2026-01-02T13:45:18.181213Z",
"value_at_risk_usd": 20909744.7
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 135,
"confidence_threshold": 0.712,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -26.86
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.693",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.888,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.891,
"id": "ATLAS-101355",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T22:35:00Z",
"trace_id": "2eb09c5c-559a-31a7-a03e-2cf4541fc7cf"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.6"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.543,
"latency_ms": 2183,
"timestamp": "2026-01-01T18:50:14.067687Z",
"value_at_risk_usd": 19900646.44
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 39,
"confidence_threshold": 0.586,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 70.97
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.558",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.525,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.577,
"id": "ATLAS-107805",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T10:05:00Z",
"trace_id": "83068869-e94e-1651-cb69-fc5845a34a23"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.84"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.558,
"latency_ms": 1045,
"timestamp": "2026-01-06T07:24:03.894162Z",
"value_at_risk_usd": 6367438.99
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 12,
"confidence_threshold": 0.711,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 75.42
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.63",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.715,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.404,
"id": "ATLAS-109739",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T18:19:00Z",
"trace_id": "573cb110-ad56-f045-d767-a2975b720591"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.35"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.856,
"latency_ms": 457,
"timestamp": "2026-01-07T17:50:49.452805Z",
"value_at_risk_usd": 1469290.17
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 53,
"confidence_threshold": 0.682,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 59.85
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.76",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.527,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.425,
"id": "ATLAS-103335",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T07:35:00Z",
"trace_id": "18d69fe9-a67c-3363-204a-8eee857b6aa7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.621,
"latency_ms": 1353,
"timestamp": "2026-01-03T04:18:12.642039Z",
"value_at_risk_usd": 12767165.56
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.807,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 77.43
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.73",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.525,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.719,
"id": "ATLAS-104757",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T07:17:00Z",
"trace_id": "51eb65bc-2ed9-259e-47ba-5c40d07d3c99"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.25"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.815,
"latency_ms": 2059,
"timestamp": "2026-01-04T03:44:55.264689Z",
"value_at_risk_usd": 20438337.33
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 72,
"confidence_threshold": 0.818,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 16.3
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.645",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.574,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.579,
"id": "ATLAS-108268",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T17:48:00Z",
"trace_id": "95a919ad-5046-2a93-6c9e-2fb518e4eacf"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.27"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.816,
"latency_ms": 2774,
"timestamp": "2026-01-06T17:19:21.550411Z",
"value_at_risk_usd": 18021341.79
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 49,
"confidence_threshold": 0.602,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 78.69
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.755",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.72,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.799,
"id": "ATLAS-101259",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T20:59:00Z",
"trace_id": "f08d8ecc-37d5-b426-af68-949fb6d994d4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.563,
"latency_ms": 79,
"timestamp": "2026-01-01T20:18:17.028889Z",
"value_at_risk_usd": 1702866.4
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 64,
"confidence_threshold": 0.753,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 63.4
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.695",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.593,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.714,
"id": "ATLAS-103847",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T16:07:00Z",
"trace_id": "aecd47ba-2a94-9b64-9cbb-e8fe8cc70c20"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.21"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.702,
"latency_ms": 1259,
"timestamp": "2026-01-03T15:25:16.944566Z",
"value_at_risk_usd": 8432017.33
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 42,
"confidence_threshold": 0.629,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 44.32
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.692",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.747,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.942,
"id": "ATLAS-102292",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T14:12:00Z",
"trace_id": "07ccd8a1-a708-e874-cb24-3856d00bc2a4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.61"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.73,
"latency_ms": 3412,
"timestamp": "2026-01-02T13:13:55.534166Z",
"value_at_risk_usd": 22653260.92
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 7,
"confidence_threshold": 0.724,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 10.77
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.747",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.568,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.96,
"id": "ATLAS-107154",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T23:14:00Z",
"trace_id": "4e52ee04-8ac9-4503-71c1-a6ae6ef50552"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.37"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.848,
"latency_ms": 3617,
"timestamp": "2026-01-05T21:40:18.041375Z",
"value_at_risk_usd": 17619265.02
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 77,
"confidence_threshold": 0.567,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 21.51
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.686",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.591,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.566,
"id": "ATLAS-100578",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-01T09:38:00Z",
"trace_id": "d6dd12af-4906-c7ee-f0e2-08b93d4b1695"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.67"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.707,
"latency_ms": 3469,
"timestamp": "2026-01-01T07:59:52.142599Z",
"value_at_risk_usd": 10544864.88
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 60,
"confidence_threshold": 0.651,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 25.77
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.748",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.619,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.809,
"id": "ATLAS-104116",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T20:36:00Z",
"trace_id": "1816719b-6591-6700-a8d4-e61faa8b0bb3"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.18"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.578,
"latency_ms": 3001,
"timestamp": "2026-01-03T20:03:27.531475Z",
"value_at_risk_usd": 12743974.45
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 92,
"confidence_threshold": 0.688,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 80.14
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.602",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.73,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.