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": 0.854,
"id": "ATLAS-108931",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T04:51:00Z",
"trace_id": "19612447-e1cc-bf47-bdf7-007aa5bd2ab7"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.2"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.799,
"latency_ms": 393,
"timestamp": "2026-01-07T03:33:48.654265Z",
"value_at_risk_usd": 7261951.32
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 43,
"confidence_threshold": 0.887,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 11.09
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.673",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.63,
"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": 0.45,
"id": "ATLAS-101686",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T04:06:00Z",
"trace_id": "47d9144f-acbd-26aa-42d0-21a4af28dc81"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.66"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.92,
"latency_ms": 2582,
"timestamp": "2026-01-02T02:00:10.222933Z",
"value_at_risk_usd": 9555170.35
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 12,
"confidence_threshold": 0.883,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 9.88
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.776",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.963,
"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": 0.505,
"id": "ATLAS-107605",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-06T06:45:00Z",
"trace_id": "6db24ab0-974e-03e6-5f0c-b5bc4877439f"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.3"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.91,
"latency_ms": 2251,
"timestamp": "2026-01-06T02:50:07.271688Z",
"value_at_risk_usd": 22870473.45
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 40,
"confidence_threshold": 0.616,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 30.12
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.656",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.645,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.52,
"id": "ATLAS-101177",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T19:37:00Z",
"trace_id": "9efc595b-540b-1e63-f1aa-b49d65ad220f"
} | {
"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-0.35"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.584,
"latency_ms": 3244,
"timestamp": "2026-01-01T19:12:08.849948Z",
"value_at_risk_usd": 20524843.97
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 165,
"confidence_threshold": 0.857,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -16.97
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.746",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.849,
"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": 0.85,
"id": "ATLAS-102604",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-02T19:24:00Z",
"trace_id": "44c6395b-f175-d1fa-8a15-06e1c9ffb0b9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.34"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.615,
"latency_ms": 3876,
"timestamp": "2026-01-02T18:49:27.613716Z",
"value_at_risk_usd": 20043473.31
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 57,
"confidence_threshold": 0.781,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 9.2
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.655",
"cross_domain_signal_count": 4,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.717,
"id": "ATLAS-106024",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T04:24:00Z",
"trace_id": "e6366be9-0126-7bd2-e53f-d6db2cd1e0d5"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.58"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.789,
"latency_ms": 2425,
"timestamp": "2026-01-05T03:16:41.150687Z",
"value_at_risk_usd": 20858215.17
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 55,
"confidence_threshold": 0.553,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 72.83
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.698",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.915,
"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": 0.467,
"id": "ATLAS-104759",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-04T07:19:00Z",
"trace_id": "6205edf9-9e48-c8b4-b4a4-fbe432a83abe"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.37"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.691,
"latency_ms": 809,
"timestamp": "2026-01-04T05:59:02.228897Z",
"value_at_risk_usd": 12533692.15
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 79,
"confidence_threshold": 0.695,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 18.24
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.818",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.645,
"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": 0.401,
"id": "ATLAS-105690",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T22:50:00Z",
"trace_id": "9198eba1-e4ee-ecf6-4d72-905381b08d6e"
} | {
"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-0.76"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.958,
"latency_ms": 2767,
"timestamp": "2026-01-04T19:46:21.713287Z",
"value_at_risk_usd": 14547870.95
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.711,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 64.94
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.714",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.541,
"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": 0.439,
"id": "ATLAS-106573",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T13:33:00Z",
"trace_id": "a1adc203-6be4-7235-c152-c2e8e9d8196d"
} | {
"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-EXPLOIT-0.56"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.911,
"latency_ms": 2062,
"timestamp": "2026-01-05T11:48:34.992992Z",
"value_at_risk_usd": 14265853.74
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 7,
"confidence_threshold": 0.89,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 86.35
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.737",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.825,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.822,
"id": "ATLAS-102257",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T13:37:00Z",
"trace_id": "29a69091-3e29-45af-b171-bc284dce3129"
} | {
"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-EXPLOIT-0.72"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.828,
"latency_ms": 1322,
"timestamp": "2026-01-02T10:19:22.258081Z",
"value_at_risk_usd": 3128044.39
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 17,
"confidence_threshold": 0.886,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 83.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.663",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.887,
"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": 0.791,
"id": "ATLAS-106793",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T17:13:00Z",
"trace_id": "52e02d2a-6f12-e387-99c1-f59c681416c2"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.33"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.569,
"latency_ms": 3130,
"timestamp": "2026-01-05T13:48:55.037160Z",
"value_at_risk_usd": 19126223.97
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 74,
"confidence_threshold": 0.837,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 74.1
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.684",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.644,
"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": 0.94,
"id": "ATLAS-104158",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T21:18:00Z",
"trace_id": "5deea016-5512-1deb-300d-372fde4a1bb5"
} | {
"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-0.57"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.901,
"latency_ms": 2108,
"timestamp": "2026-01-03T18:48:14.041171Z",
"value_at_risk_usd": 11518627.62
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 160,
"confidence_threshold": 0.558,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -19.06
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.663",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.598,
"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": 0.514,
"id": "ATLAS-106400",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T10:40:00Z",
"trace_id": "e29d8547-ea8f-62e5-3379-75e3e1a33a02"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.54"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.564,
"latency_ms": 3725,
"timestamp": "2026-01-05T09:05:09.725098Z",
"value_at_risk_usd": 22720211
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 20,
"confidence_threshold": 0.633,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 45.41
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.683",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.923,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"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": 0.464,
"id": "ATLAS-105898",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-05T02:18:00Z",
"trace_id": "ca7f526e-14cb-0847-54e9-c57e56d419e8"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.51"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.588,
"latency_ms": 468,
"timestamp": "2026-01-04T23:41:24.964718Z",
"value_at_risk_usd": 1421154.84
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 36,
"confidence_threshold": 0.668,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -6.45
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.777",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.523,
"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": 0.595,
"id": "ATLAS-103802",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-03T15:22:00Z",
"trace_id": "0906745a-df22-ed30-7b41-1510dac3c8ce"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.86"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.679,
"latency_ms": 751,
"timestamp": "2026-01-03T13:03:50.778844Z",
"value_at_risk_usd": 9785944.63
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 31,
"confidence_threshold": 0.682,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 56.91
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.75",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.719,
"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": 0.675,
"id": "ATLAS-104417",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T01:37:00Z",
"trace_id": "c89dca1b-bb11-aab4-d37b-5b40c0da5540"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.3"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.736,
"latency_ms": 3140,
"timestamp": "2026-01-03T22:15:07.081663Z",
"value_at_risk_usd": 7288117.05
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 6,
"confidence_threshold": 0.722,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 54.79
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.74",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.809,
"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": 0.421,
"id": "ATLAS-105587",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T21:07:00Z",
"trace_id": "172f73ee-764f-b732-8940-9662d16360c6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.44"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.649,
"latency_ms": 2847,
"timestamp": "2026-01-04T20:15:48.442737Z",
"value_at_risk_usd": 15977917.63
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 35,
"confidence_threshold": 0.556,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 80.15
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.623",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.899,
"signal_conflicts": [
"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": 0.459,
"id": "ATLAS-108890",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-07T04:10:00Z",
"trace_id": "c70c89a8-fce7-ffdb-f7f4-68efef1daf46"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.36"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.855,
"latency_ms": 2963,
"timestamp": "2026-01-07T01:58:32.991917Z",
"value_at_risk_usd": 11882195.37
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 32,
"confidence_threshold": 0.791,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 32.99
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.775",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.819,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.742,
"id": "ATLAS-101194",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T19:54:00Z",
"trace_id": "cc9a78bd-63ac-e615-2b1f-3422c2215751"
} | {
"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-0.33"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.637,
"latency_ms": 3593,
"timestamp": "2026-01-01T19:40:02.457756Z",
"value_at_risk_usd": 14954870.22
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 19,
"confidence_threshold": 0.697,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 58.45
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.684",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.501,
"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": 0.798,
"id": "ATLAS-100765",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T12:45:00Z",
"trace_id": "29397928-a20b-d299-1508-4a542c09d7d9"
} | {
"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-EXPLOIT-0.26"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.686,
"latency_ms": 3603,
"timestamp": "2026-01-01T11:40:03.057882Z",
"value_at_risk_usd": 17564843.31
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 26,
"confidence_threshold": 0.812,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -14.67
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.71",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.511,
"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": 0.556,
"id": "ATLAS-103302",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-03T07:02:00Z",
"trace_id": "85ee03b1-998e-7266-36f0-41b9c11f8229"
} | {
"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-0.13"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.505,
"latency_ms": 1522,
"timestamp": "2026-01-03T05:13:42.529281Z",
"value_at_risk_usd": 12261537.57
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 68,
"confidence_threshold": 0.688,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 9.1
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.699",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.798,
"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": 0.608,
"id": "ATLAS-100348",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T05:48:00Z",
"trace_id": "a931f647-6f24-2a0f-2588-61bbad32a7c6"
} | {
"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-HYBRID-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.855,
"latency_ms": 1287,
"timestamp": "2026-01-01T01:55:02.789620Z",
"value_at_risk_usd": 11052523.58
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 57,
"confidence_threshold": 0.768,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 13.09
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.82",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.934,
"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": 0.955,
"id": "ATLAS-101430",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T23:50:00Z",
"trace_id": "f3645eb4-1d44-89f4-7398-bc2054ed8b69"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.83"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.476,
"latency_ms": 3245,
"timestamp": "2026-01-01T20:21:20.438513Z",
"value_at_risk_usd": 17533114.37
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 44,
"confidence_threshold": 0.619,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 40.7
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.694",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.754,
"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": 0.59,
"id": "ATLAS-105597",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T21:17:00Z",
"trace_id": "96c2d1ed-19fd-ad80-5c75-aaee80d339fc"
} | {
"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-EXPLORE-0.12"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.603,
"latency_ms": 3126,
"timestamp": "2026-01-04T20:14:20.983786Z",
"value_at_risk_usd": 8074231.21
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 89,
"confidence_threshold": 0.863,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -7.3
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.757",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.831,
"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": 0.666,
"id": "ATLAS-101889",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-02T07:29:00Z",
"trace_id": "7b43f7e2-89e6-b9ab-df8d-04e4b9d8d7b9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.16"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.97,
"latency_ms": 1640,
"timestamp": "2026-01-02T04:37:10.644657Z",
"value_at_risk_usd": 22145567.58
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 27,
"confidence_threshold": 0.836,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 39.75
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.797",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.686,
"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": 0.746,
"id": "ATLAS-100713",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T11:53:00Z",
"trace_id": "5a6c995c-cda1-85a5-1e09-f52297d9e5c4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.74"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.468,
"latency_ms": 2585,
"timestamp": "2026-01-01T11:05:13.578608Z",
"value_at_risk_usd": 24293085.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 65,
"confidence_threshold": 0.561,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -3.94
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.657",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.555,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.978,
"id": "ATLAS-103429",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T09:09:00Z",
"trace_id": "45129980-882b-b570-1ace-be12de0011ff"
} | {
"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-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.529,
"latency_ms": 2485,
"timestamp": "2026-01-03T05:20:02.915780Z",
"value_at_risk_usd": 23816453.42
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 76,
"confidence_threshold": 0.772,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 89.14
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.585",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.837,
"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": 0.835,
"id": "ATLAS-108061",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T14:21:00Z",
"trace_id": "775c556a-16b9-a472-2c7a-b897c88a2d21"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.79"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.466,
"latency_ms": 3565,
"timestamp": "2026-01-06T10:46:48.624447Z",
"value_at_risk_usd": 20403587.13
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 58,
"confidence_threshold": 0.658,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 32.39
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.665",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.675,
"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": 0.834,
"id": "ATLAS-105025",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-04T11:45:00Z",
"trace_id": "1746490c-077f-b07c-bbe0-0e4f38060178"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"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": 0.921,
"latency_ms": 1124,
"timestamp": "2026-01-04T08:06:00.825996Z",
"value_at_risk_usd": 1409955.23
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 126,
"confidence_threshold": 0.697,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 28.68
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.867",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.515,
"signal_conflicts": [
"fidelity_mismatch",
"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": 0.972,
"id": "ATLAS-105718",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-04T23:18:00Z",
"trace_id": "82686182-dfe0-0ebb-fe1c-2591da7861f4"
} | {
"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-0.42"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.692,
"latency_ms": 2414,
"timestamp": "2026-01-04T22:56:08.314940Z",
"value_at_risk_usd": 15123466.18
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 31,
"confidence_threshold": 0.551,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -9.16
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.776,
"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": 0.411,
"id": "ATLAS-108474",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T21:14:00Z",
"trace_id": "784d7b8b-b3e8-6494-9b6b-eb7cd8f183d8"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.24"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.878,
"latency_ms": 1888,
"timestamp": "2026-01-06T18:29:35.711090Z",
"value_at_risk_usd": 8860662.34
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 13,
"confidence_threshold": 0.677,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 17.46
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.769",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.513,
"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": 0.522,
"id": "ATLAS-108912",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T04:32:00Z",
"trace_id": "ff9d2c84-f8a2-3d77-968a-6d8da8367243"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.15"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.959,
"latency_ms": 577,
"timestamp": "2026-01-07T02:01:32.524953Z",
"value_at_risk_usd": 12761854.62
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 39,
"confidence_threshold": 0.766,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 46.5
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.75",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.744,
"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": 0.741,
"id": "ATLAS-104749",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T07:09:00Z",
"trace_id": "87a37d98-a75c-5e41-b21a-f42cb8ef4e57"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.15"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.467,
"latency_ms": 66,
"timestamp": "2026-01-04T06:11:31.209489Z",
"value_at_risk_usd": 615044.08
},
{
"data_source": "demand_forecaster",
"domain": "e... | {
"branches_evaluated": 44,
"confidence_threshold": 0.915,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 69.05
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.699",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.799,
"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": 0.933,
"id": "ATLAS-100686",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T11:26:00Z",
"trace_id": "36bd5f09-9074-abea-4495-34f773b76c57"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.88"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.875,
"latency_ms": 1191,
"timestamp": "2026-01-01T10:31:13.140976Z",
"value_at_risk_usd": 8699919.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 15,
"confidence_threshold": 0.626,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 69.62
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.787",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.516,
"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": 0.752,
"id": "ATLAS-108060",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-06T14:20:00Z",
"trace_id": "14f14be7-9394-3d72-988c-b6c1b322e230"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.85"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.563,
"latency_ms": 1977,
"timestamp": "2026-01-06T12:01:57.417901Z",
"value_at_risk_usd": 18542056.2
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 154,
"confidence_threshold": 0.789,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 22.9
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.679",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.605,
"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": 0.644,
"id": "ATLAS-107958",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T12:38:00Z",
"trace_id": "af19662a-ab55-5afb-5f73-34853305b914"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.63"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.707,
"latency_ms": 282,
"timestamp": "2026-01-06T10:24:01.293962Z",
"value_at_risk_usd": 21557100.23
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 36,
"confidence_threshold": 0.831,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 0.07
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.633",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.887,
"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": 0.488,
"id": "ATLAS-103286",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-03T06:46:00Z",
"trace_id": "1ab709ab-ecd8-a525-f8e8-4d92c5ecdda6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.692,
"latency_ms": 1855,
"timestamp": "2026-01-03T03:47:44.371404Z",
"value_at_risk_usd": 21741473.05
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 6,
"confidence_threshold": 0.86,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 44.06
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.651",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.621,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"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": 0.928,
"id": "ATLAS-106309",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-05T09:09:00Z",
"trace_id": "926ce336-72d4-d714-7c42-66b7cbba129d"
} | {
"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-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.947,
"latency_ms": 300,
"timestamp": "2026-01-05T05:48:16.351371Z",
"value_at_risk_usd": 15890319.88
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 33,
"confidence_threshold": 0.564,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 4.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.729",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.587,
"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": 0.863,
"id": "ATLAS-105512",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-04T19:52:00Z",
"trace_id": "e8a4e96a-ead1-3ab4-01c2-220b4cb86623"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.1"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.757,
"latency_ms": 1702,
"timestamp": "2026-01-04T18:59:21.495308Z",
"value_at_risk_usd": 15189435.63
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 84,
"confidence_threshold": 0.822,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 45.74
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.69",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.879,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.954,
"id": "ATLAS-103774",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T14:54:00Z",
"trace_id": "060ecfea-d188-fe41-8f04-b39ff6ce861f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.84"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.476,
"latency_ms": 1834,
"timestamp": "2026-01-03T12:47:46.785934Z",
"value_at_risk_usd": 12958120.88
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 54,
"confidence_threshold": 0.893,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -25.22
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.624",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.572,
"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": 0.574,
"id": "ATLAS-104208",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-03T22:08:00Z",
"trace_id": "95d5a9a0-3877-9c7f-a2c3-533f91e931e7"
} | {
"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-EXPLOIT-0.62"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.935,
"latency_ms": 511,
"timestamp": "2026-01-03T20:24:32.348824Z",
"value_at_risk_usd": 5297848.3
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 32,
"confidence_threshold": 0.681,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 14.09
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.691",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.668,
"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": 0.443,
"id": "ATLAS-108351",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T19:11:00Z",
"trace_id": "55698ab5-b5bf-821b-4897-695363d8c00f"
} | {
"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-EXPLOIT-0.68"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.638,
"latency_ms": 1009,
"timestamp": "2026-01-06T17:33:12.723608Z",
"value_at_risk_usd": 11345119.06
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 76,
"confidence_threshold": 0.565,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 76.31
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.584",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.837,
"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": 0.955,
"id": "ATLAS-101738",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T04:58:00Z",
"trace_id": "2b2966fa-fd8b-d431-1252-58f8dc86ea6a"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.57"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.711,
"latency_ms": 3226,
"timestamp": "2026-01-02T01:52:56.866692Z",
"value_at_risk_usd": 1054934.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 111,
"confidence_threshold": 0.652,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 60.6
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.8",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.721,
"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": 0.912,
"id": "ATLAS-105210",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T14:50:00Z",
"trace_id": "a476d953-21a5-2bbf-c358-fb1cfef387b9"
} | {
"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-EXPLOIT-0.72"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.801,
"latency_ms": 2245,
"timestamp": "2026-01-04T14:43:56.290564Z",
"value_at_risk_usd": 22139533.4
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 26,
"confidence_threshold": 0.886,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 89.12
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.685",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.615,
"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": 0.494,
"id": "ATLAS-102149",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T11:49:00Z",
"trace_id": "10ad10a1-9090-7376-f794-9cd9d1d872ce"
} | {
"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-HYBRID-0.45"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.496,
"latency_ms": 1785,
"timestamp": "2026-01-02T11:35:33.373729Z",
"value_at_risk_usd": 10718528.13
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 100,
"confidence_threshold": 0.788,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -20.31
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.644",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.864,
"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": 0.671,
"id": "ATLAS-109036",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T06:36:00Z",
"trace_id": "334c5b78-57c2-043f-e971-e6212f73b18e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.53"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.601,
"latency_ms": 2748,
"timestamp": "2026-01-07T03:39:52.582067Z",
"value_at_risk_usd": 8048101.53
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 62,
"confidence_threshold": 0.812,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 78.55
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.712",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.904,
"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": 0.936,
"id": "ATLAS-104309",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-03T23:49:00Z",
"trace_id": "3f2a7155-f6cc-0373-12b7-6cb0ecdcde88"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.21"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.672,
"latency_ms": 3056,
"timestamp": "2026-01-03T23:27:22.312773Z",
"value_at_risk_usd": 6595782.3
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 106,
"confidence_threshold": 0.687,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 81.69
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.788",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.688,
"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": 0.937,
"id": "ATLAS-103209",
"outcome": "rolled_back",
"strategic_value": "transformative",
"timestamp": "2026-01-03T05:29:00Z",
"trace_id": "d3790096-0748-5f16-fc72-d38fac313207"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.85"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.736,
"latency_ms": 3580,
"timestamp": "2026-01-03T01:43:46.831637Z",
"value_at_risk_usd": 7941.32
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 45,
"confidence_threshold": 0.842,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 19.38
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.683",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.659,
"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": 0.488,
"id": "ATLAS-107239",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T00:39:00Z",
"trace_id": "f57c98ce-0b2e-1fa4-f530-48a37ff14ae5"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.27"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.716,
"latency_ms": 2300,
"timestamp": "2026-01-05T22:18:27.702809Z",
"value_at_risk_usd": 21340202.74
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 88,
"confidence_threshold": 0.771,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -8.56
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.695",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.77,
"signal_conflicts": [
"temporal_inversion",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.922,
"id": "ATLAS-104571",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-04T04:11:00Z",
"trace_id": "7a0302e7-0327-a3ce-1934-d83c6e52005e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.82"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.821,
"latency_ms": 23,
"timestamp": "2026-01-04T03:05:02.754473Z",
"value_at_risk_usd": 8771855.72
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 52,
"confidence_threshold": 0.587,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 18.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.735",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.626,
"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": 0.685,
"id": "ATLAS-103516",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T10:36:00Z",
"trace_id": "58a7ba89-19ba-7bb8-a5de-a4e7d9e1a107"
} | {
"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-CONSERVATIVE-0.89"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.697,
"latency_ms": 3427,
"timestamp": "2026-01-03T07:58:26.102793Z",
"value_at_risk_usd": 18117220.72
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 50,
"confidence_threshold": 0.61,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 20.37
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.837",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.964,
"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": 0.664,
"id": "ATLAS-103090",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T03:30:00Z",
"trace_id": "ba21e236-7956-cef1-e859-82259958c074"
} | {
"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-HYBRID-0.71"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.955,
"latency_ms": 2855,
"timestamp": "2026-01-03T02:25:17.815344Z",
"value_at_risk_usd": 16547927.38
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 40,
"confidence_threshold": 0.743,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 45.31
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.704",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.852,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.885,
"id": "ATLAS-100813",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T13:33:00Z",
"trace_id": "60c949b5-0351-5198-6aea-d437358f0fc8"
} | {
"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-0.49"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.57,
"latency_ms": 3398,
"timestamp": "2026-01-01T11:05:07.489168Z",
"value_at_risk_usd": 8145970.03
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 60,
"confidence_threshold": 0.638,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 50.43
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.686",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.781,
"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": 0.894,
"id": "ATLAS-102934",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-03T00:54:00Z",
"trace_id": "884e0fc9-c8e5-b9c3-13bc-5910cce682c6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.574,
"latency_ms": 941,
"timestamp": "2026-01-02T22:20:06.863127Z",
"value_at_risk_usd": 1180743.26
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 58,
"confidence_threshold": 0.788,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -1.37
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.654",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.783,
"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": 0.496,
"id": "ATLAS-104266",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T23:06:00Z",
"trace_id": "c520a9d5-fef4-a0b0-ce62-897bd995ae9b"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.35"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.525,
"latency_ms": 3614,
"timestamp": "2026-01-03T21:09:29.178412Z",
"value_at_risk_usd": 11636145.49
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 67,
"confidence_threshold": 0.881,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -24.43
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.697",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.949,
"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": 0.668,
"id": "ATLAS-100829",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T13:49:00Z",
"trace_id": "f0a52b57-fa76-bb7b-b3c6-6ba18f6f4f87"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.86"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.85,
"latency_ms": 742,
"timestamp": "2026-01-01T11:40:15.574764Z",
"value_at_risk_usd": 10281046.86
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 127,
"confidence_threshold": 0.883,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -22.52
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.874",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.588,
"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": 0.802,
"id": "ATLAS-108704",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T01:04:00Z",
"trace_id": "eccfed40-3905-4754-02ac-03676abb9b0c"
} | {
"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-EXPLORE-0.1"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.94,
"latency_ms": 1645,
"timestamp": "2026-01-06T22:45:47.230566Z",
"value_at_risk_usd": 14564311.34
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 45,
"confidence_threshold": 0.567,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 90.46
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.615",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.558,
"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": 0.517,
"id": "ATLAS-108563",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T22:43:00Z",
"trace_id": "1db64091-9de3-509b-4211-fdef1c684e0c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.7"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.858,
"latency_ms": 3813,
"timestamp": "2026-01-06T19:15:11.265680Z",
"value_at_risk_usd": 24321622.01
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 54,
"confidence_threshold": 0.795,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 71.64
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.727",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.81,
"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": 0.412,
"id": "ATLAS-100473",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-01T07:53:00Z",
"trace_id": "7c60e5a9-761e-8bb7-24c0-c08687647505"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.36"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.592,
"latency_ms": 3423,
"timestamp": "2026-01-01T07:38:12.987717Z",
"value_at_risk_usd": 9965555.43
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.705,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 73.87
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.619",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.959,
"signal_conflicts": [
"temporal_inversion",
"fidelity_mismatch"
]
} | {
"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": 0.823,
"id": "ATLAS-107313",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T01:53:00Z",
"trace_id": "7f376a4c-8a53-9bd8-0095-258ad51dc66c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.85"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.684,
"latency_ms": 1841,
"timestamp": "2026-01-06T01:48:12.281002Z",
"value_at_risk_usd": 9471143.71
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 18,
"confidence_threshold": 0.625,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 12
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.787",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.64,
"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": 0.608,
"id": "ATLAS-101696",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T04:16:00Z",
"trace_id": "878cca26-d8f9-2b52-9602-d8cb0b54d1f9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.4"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.674,
"latency_ms": 1698,
"timestamp": "2026-01-02T02:16:26.118863Z",
"value_at_risk_usd": 12673009.8
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 35,
"confidence_threshold": 0.893,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 25.61
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.727",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.663,
"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": 0.484,
"id": "ATLAS-108591",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T23:11:00Z",
"trace_id": "8bd7622d-6b91-92fe-196c-664a9b58fe96"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.51"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.875,
"latency_ms": 1343,
"timestamp": "2026-01-06T20:50:01.761871Z",
"value_at_risk_usd": 7257904.52
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 111,
"confidence_threshold": 0.87,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 47.6
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.724",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.79,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.418,
"id": "ATLAS-103892",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T16:52:00Z",
"trace_id": "4b6b58c6-3b3c-75d4-a73a-14992d700da3"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.75"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.618,
"latency_ms": 1074,
"timestamp": "2026-01-03T15:04:27.159152Z",
"value_at_risk_usd": 8548128.86
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 127,
"confidence_threshold": 0.64,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 79.72
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.685",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.639,
"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": 0.732,
"id": "ATLAS-102950",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-03T01:10:00Z",
"trace_id": "f02864b8-6527-6e78-4a50-8382f0e08102"
} | {
"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-0.77"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.794,
"latency_ms": 2894,
"timestamp": "2026-01-02T23:14:36.866036Z",
"value_at_risk_usd": 4793724.95
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 58,
"confidence_threshold": 0.822,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -19.23
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.701",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.536,
"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": 0.705,
"id": "ATLAS-109876",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T20:36:00Z",
"trace_id": "bb26300a-7d5a-a0b8-a56a-fdd3343b92fe"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.68"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.924,
"latency_ms": 1312,
"timestamp": "2026-01-07T17:30:17.203793Z",
"value_at_risk_usd": 22190010.1
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 116,
"confidence_threshold": 0.889,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 54.64
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.747",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.818,
"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": 0.517,
"id": "ATLAS-107991",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T13:11:00Z",
"trace_id": "6d6d1d3c-0f25-5650-e968-0da13f8bf2e3"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.12"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.588,
"latency_ms": 1882,
"timestamp": "2026-01-06T10:53:38.397496Z",
"value_at_risk_usd": 10228033.41
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 75,
"confidence_threshold": 0.68,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 63.35
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.782,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.644,
"id": "ATLAS-103965",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T18:05:00Z",
"trace_id": "877a6bd2-fd72-7a69-e4ad-b84557af913b"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.54"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.485,
"latency_ms": 871,
"timestamp": "2026-01-03T14:39:02.825409Z",
"value_at_risk_usd": 5495013.13
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 160,
"confidence_threshold": 0.569,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -12.48
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.567",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.825,
"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": 0.707,
"id": "ATLAS-109866",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T20:26:00Z",
"trace_id": "8ade295e-c324-103c-b682-7d6e41514d50"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.47"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.862,
"latency_ms": 1095,
"timestamp": "2026-01-07T18:00:43.479473Z",
"value_at_risk_usd": 22204623.74
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 39,
"confidence_threshold": 0.709,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 4.9
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.773",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.546,
"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": 0.857,
"id": "ATLAS-109569",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T15:29:00Z",
"trace_id": "2dcfb035-7510-1040-4686-c14a4665a4b3"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.29"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.854,
"latency_ms": 2007,
"timestamp": "2026-01-07T11:50:50.566953Z",
"value_at_risk_usd": 16667779.11
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 17,
"confidence_threshold": 0.689,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 54.78
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.7",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.694,
"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": 0.604,
"id": "ATLAS-100978",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-01T16:18:00Z",
"trace_id": "3728beff-85a0-2c8d-a38f-3db715770238"
} | {
"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-HYBRID-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.795,
"latency_ms": 2651,
"timestamp": "2026-01-01T14:26:07.045915Z",
"value_at_risk_usd": 2291164.11
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 64,
"confidence_threshold": 0.748,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 20.93
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.867",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.748,
"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": 0.502,
"id": "ATLAS-102031",
"outcome": "executed_with_caveats",
"strategic_value": "transformative",
"timestamp": "2026-01-02T09:51:00Z",
"trace_id": "042d295f-7af9-3f09-cf79-da48d1a900ad"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.87"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.489,
"latency_ms": 2006,
"timestamp": "2026-01-02T06:37:36.548878Z",
"value_at_risk_usd": 21001072.51
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 165,
"confidence_threshold": 0.745,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 83.75
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.607",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.91,
"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": 0.804,
"id": "ATLAS-101891",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-02T07:31:00Z",
"trace_id": "48af7920-10f0-7aa3-c8c1-97f05fc8fc10"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.18"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.802,
"latency_ms": 1669,
"timestamp": "2026-01-02T06:22:51.489961Z",
"value_at_risk_usd": 8523253.98
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 126,
"confidence_threshold": 0.596,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 35.17
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.716",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.748,
"signal_conflicts": [
"temporal_inversion",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.957,
"id": "ATLAS-107999",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-06T13:19:00Z",
"trace_id": "6d16fe05-d09f-cac1-c711-401ceb873163"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.71"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.498,
"latency_ms": 2508,
"timestamp": "2026-01-06T10:34:22.226194Z",
"value_at_risk_usd": 22696643.75
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 92,
"confidence_threshold": 0.65,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -9.16
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.603",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.741,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.644,
"id": "ATLAS-108684",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-07T00:44:00Z",
"trace_id": "5ce09ebe-c1e0-2554-8496-549953d139e8"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.7"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.688,
"latency_ms": 3813,
"timestamp": "2026-01-06T22:38:10.942841Z",
"value_at_risk_usd": 13531998.89
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 52,
"confidence_threshold": 0.792,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 1.31
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.521,
"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": 0.497,
"id": "ATLAS-100701",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T11:41:00Z",
"trace_id": "524d5da7-9a22-0af4-def6-2ab73aa711b5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.849,
"latency_ms": 2243,
"timestamp": "2026-01-01T10:20:22.411162Z",
"value_at_risk_usd": 12410878.86
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 7,
"confidence_threshold": 0.593,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 6.23
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.68",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.555,
"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": 0.531,
"id": "ATLAS-109696",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T17:36:00Z",
"trace_id": "4261148d-3396-57d6-7511-3cc342602725"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.74"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.664,
"latency_ms": 2087,
"timestamp": "2026-01-07T13:42:14.224652Z",
"value_at_risk_usd": 7262022.52
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.645,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 49.77
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.654",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.663,
"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": 0.536,
"id": "ATLAS-106597",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T13:57:00Z",
"trace_id": "1b450a5f-26d6-6e18-c028-8c2c0fba8909"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.21"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.691,
"latency_ms": 330,
"timestamp": "2026-01-05T13:25:08.789331Z",
"value_at_risk_usd": 3585587.25
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 37,
"confidence_threshold": 0.667,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 50.14
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.768",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.557,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.528,
"id": "ATLAS-107968",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T12:48:00Z",
"trace_id": "41417f15-9299-5f46-7c08-bc5a8481110c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.37"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.521,
"latency_ms": 3083,
"timestamp": "2026-01-06T11:45:59.828167Z",
"value_at_risk_usd": 5535986.44
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 36,
"confidence_threshold": 0.699,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 65.41
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.628",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.844,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.482,
"id": "ATLAS-100347",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T05:47:00Z",
"trace_id": "905cbe00-677a-72f6-6e0c-42e9f8179896"
} | {
"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-0.87"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.805,
"latency_ms": 3420,
"timestamp": "2026-01-01T03:18:28.556238Z",
"value_at_risk_usd": 21740151.89
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 8,
"confidence_threshold": 0.659,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 93.75
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.761",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.687,
"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": 0.866,
"id": "ATLAS-106604",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-05T14:04:00Z",
"trace_id": "d3e85daa-878b-1861-251b-f85b456d5a07"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.13"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.979,
"latency_ms": 276,
"timestamp": "2026-01-05T12:03:29.034368Z",
"value_at_risk_usd": 20495104.59
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 37,
"confidence_threshold": 0.635,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 3.33
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.785",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.773,
"id": "ATLAS-108469",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-06T21:09:00Z",
"trace_id": "8e01634f-6657-2fe5-67d2-acf0cb2a6905"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.82"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.807,
"latency_ms": 2314,
"timestamp": "2026-01-06T17:52:11.025785Z",
"value_at_risk_usd": 9397192.7
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 29,
"confidence_threshold": 0.92,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 14.7
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.692",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.741,
"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": 0.896,
"id": "ATLAS-101383",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T23:03:00Z",
"trace_id": "cc64f820-16bb-b94a-8a4b-0ea1a97a30bf"
} | {
"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-0.85"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.837,
"latency_ms": 1308,
"timestamp": "2026-01-01T20:32:31.337497Z",
"value_at_risk_usd": 3397942.07
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 25,
"confidence_threshold": 0.851,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 75.08
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.739",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.791,
"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": 0.477,
"id": "ATLAS-100527",
"outcome": "rolled_back",
"strategic_value": "transformative",
"timestamp": "2026-01-01T08:47:00Z",
"trace_id": "5df0fb26-67b4-3715-5c93-79a6a745e323"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.31"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.831,
"latency_ms": 1150,
"timestamp": "2026-01-01T05:41:56.554197Z",
"value_at_risk_usd": 13572373.12
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 6,
"confidence_threshold": 0.694,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 52.92
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.762",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.904,
"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": 0.418,
"id": "ATLAS-107307",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-06T01:47:00Z",
"trace_id": "d9c8775d-a030-3c8b-ad72-a940af8f74fd"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.46"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.723,
"latency_ms": 74,
"timestamp": "2026-01-06T01:40:13.950119Z",
"value_at_risk_usd": 11695828.39
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 23,
"confidence_threshold": 0.856,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 60.41
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.699",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.866,
"signal_conflicts": [
"fidelity_mismatch",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.469,
"id": "ATLAS-106556",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T13:16:00Z",
"trace_id": "12ea98cf-6309-9ce7-ab33-66eab8d6562a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.24"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.681,
"latency_ms": 2992,
"timestamp": "2026-01-05T09:36:36.886563Z",
"value_at_risk_usd": 1854564.65
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 103,
"confidence_threshold": 0.775,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 84.62
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.774",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.945,
"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": 0.672,
"id": "ATLAS-107831",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T10:31:00Z",
"trace_id": "363d1601-35f8-073c-5c5f-c6cf84443f30"
} | {
"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-EXPLORE-0.75"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.818,
"latency_ms": 3254,
"timestamp": "2026-01-06T07:21:35.902627Z",
"value_at_risk_usd": 9517495.13
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 31,
"confidence_threshold": 0.65,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -8.78
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.724",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.901,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.418,
"id": "ATLAS-105961",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-05T03:21:00Z",
"trace_id": "107d2df4-0e80-c9f6-b90e-ba162cb292f6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.42"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.66,
"latency_ms": 307,
"timestamp": "2026-01-05T01:06:57.494463Z",
"value_at_risk_usd": 14093321.25
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 43,
"confidence_threshold": 0.771,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 30.5
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.728",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.561,
"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": 0.798,
"id": "ATLAS-105586",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T21:06:00Z",
"trace_id": "6e502024-5802-fe6e-1375-0919e3ff4b97"
} | {
"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-0.33"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.826,
"latency_ms": 2804,
"timestamp": "2026-01-04T20:57:20.481240Z",
"value_at_risk_usd": 15989280.89
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 86,
"confidence_threshold": 0.625,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -28.93
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.731",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.635,
"id": "ATLAS-109603",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T16:03:00Z",
"trace_id": "0645b879-f135-6b23-81cb-f28399f963c7"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"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": 0.714,
"latency_ms": 3646,
"timestamp": "2026-01-07T13:54:33.827944Z",
"value_at_risk_usd": 19561989.36
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 31,
"confidence_threshold": 0.81,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -8.47
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.773",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.665,
"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": 0.784,
"id": "ATLAS-108033",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T13:53:00Z",
"trace_id": "434847fb-b531-0c70-0365-8c69143be5aa"
} | {
"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": 0.678,
"latency_ms": 3050,
"timestamp": "2026-01-06T11:36:52.526904Z",
"value_at_risk_usd": 8247416.41
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 46,
"confidence_threshold": 0.581,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -6.97
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.605",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.943,
"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": 0.522,
"id": "ATLAS-106772",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T16:52:00Z",
"trace_id": "ffc6c482-da00-0351-fd95-ec9952177ead"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.1"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.507,
"latency_ms": 613,
"timestamp": "2026-01-05T13:40:19.106659Z",
"value_at_risk_usd": 12423034.7
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 90,
"confidence_threshold": 0.76,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -7.6
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.754",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.573,
"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": 0.757,
"id": "ATLAS-105979",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T03:39:00Z",
"trace_id": "fae5f26e-0981-66ed-80f9-8b9c6c5693bd"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.16"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.923,
"latency_ms": 2055,
"timestamp": "2026-01-05T02:35:26.267949Z",
"value_at_risk_usd": 24489867.46
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 75,
"confidence_threshold": 0.732,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 37.87
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.698",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.812,
"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": 0.667,
"id": "ATLAS-101672",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T03:52:00Z",
"trace_id": "f12f45cb-9911-0ab2-ebf8-0c62e582fbe9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.81"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.974,
"latency_ms": 3340,
"timestamp": "2026-01-02T00:33:41.710444Z",
"value_at_risk_usd": 6602635.63
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 97,
"confidence_threshold": 0.581,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 91.25
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.789",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.907,
"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": 0.761,
"id": "ATLAS-101128",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T18:48:00Z",
"trace_id": "4158ad66-7790-ba45-2805-951375592722"
} | {
"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-0.66"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.576,
"latency_ms": 883,
"timestamp": "2026-01-01T17:20:19.182806Z",
"value_at_risk_usd": 6512847.7
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 18,
"confidence_threshold": 0.776,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -15.69
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.689",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.637,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.753,
"id": "ATLAS-102657",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-02T20:17:00Z",
"trace_id": "0a8755da-fd52-b17d-2427-7b15832c2f5a"
} | {
"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-0.61"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.967,
"latency_ms": 3167,
"timestamp": "2026-01-02T18:22:11.788134Z",
"value_at_risk_usd": 11008763.1
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 46,
"confidence_threshold": 0.615,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 49.83
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.681",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.504,
"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": 0.675,
"id": "ATLAS-109841",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T20:01:00Z",
"trace_id": "92b5d2df-6f9c-5463-304c-d9391585a946"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.79"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.982,
"latency_ms": 1281,
"timestamp": "2026-01-07T16:13:09.287888Z",
"value_at_risk_usd": 22224242.73
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 83,
"confidence_threshold": 0.775,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 6.47
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.737",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.876,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"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": 0.941,
"id": "ATLAS-104083",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-03T20:03:00Z",
"trace_id": "8c89cfeb-b2e5-cc0e-546a-2f89e8633450"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.13"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.64,
"latency_ms": 3527,
"timestamp": "2026-01-03T19:55:35.981957Z",
"value_at_risk_usd": 22089691.52
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 21,
"confidence_threshold": 0.75,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -29.03
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.729",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.692,
"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": 0.967,
"id": "ATLAS-105771",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-05T00:11:00Z",
"trace_id": "3549d597-2c6a-6262-7f7f-df7b58b6de8c"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.24"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.501,
"latency_ms": 3574,
"timestamp": "2026-01-04T20:26:06.459669Z",
"value_at_risk_usd": 11662044.21
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 115,
"confidence_threshold": 0.586,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 14.92
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.721",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.941,
"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": 0.722,
"id": "ATLAS-107508",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T05:08:00Z",
"trace_id": "64612ac3-ba6e-c576-0ff9-dac220d743b4"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.48"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.912,
"latency_ms": 847,
"timestamp": "2026-01-06T04:12:33.997543Z",
"value_at_risk_usd": 4315355.25
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 91,
"confidence_threshold": 0.566,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 74.16
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.746",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.596,
"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": 0.927,
"id": "ATLAS-101393",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T23:13:00Z",
"trace_id": "ccc50157-4d1e-eca2-18ab-5f706c352765"
} | {
"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": 0.491,
"latency_ms": 1080,
"timestamp": "2026-01-01T21:23:42.079073Z",
"value_at_risk_usd": 11159877.31
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 50,
"confidence_threshold": 0.749,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 84.79
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.698",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.879,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"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
} |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.