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": 0.784,
"id": "ATLAS-105295",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T16:15:00Z",
"trace_id": "90d72639-a853-6f2a-fd2e-3bd3f21eafc8"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.1"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.589,
"latency_ms": 1619,
"timestamp": "2026-01-04T12:37:00.489956Z",
"value_at_risk_usd": 21239511.82
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 8,
"confidence_threshold": 0.719,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 87.78
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.799",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.712,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.425,
"id": "ATLAS-108676",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-07T00:36:00Z",
"trace_id": "b6f96ad0-5495-802e-cd8b-45359d59e23d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.72"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.601,
"latency_ms": 3242,
"timestamp": "2026-01-06T23:21:53.694741Z",
"value_at_risk_usd": 6888412.51
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 23,
"confidence_threshold": 0.575,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -7.42
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.82,
"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": 0.792,
"id": "ATLAS-101070",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T17:50:00Z",
"trace_id": "0cee55c6-bc82-3ba0-2c34-8fbf2c136a9c"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.85"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.912,
"latency_ms": 2808,
"timestamp": "2026-01-01T17:24:29.453765Z",
"value_at_risk_usd": 16559550.05
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 92,
"confidence_threshold": 0.575,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 5.24
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.727",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.883,
"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": 0.493,
"id": "ATLAS-101533",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-02T01:33:00Z",
"trace_id": "134c6302-8b54-c9a6-9efe-157e890a4043"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.78"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.482,
"latency_ms": 2013,
"timestamp": "2026-01-01T23:50:42.227365Z",
"value_at_risk_usd": 284398.81
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 84,
"confidence_threshold": 0.647,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 71.38
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.773",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.576,
"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": 0.879,
"id": "ATLAS-102602",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-02T19:22:00Z",
"trace_id": "d38cc895-d177-d50e-e7c5-08da2942b070"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.31"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.607,
"latency_ms": 1007,
"timestamp": "2026-01-02T18:06:37.706154Z",
"value_at_risk_usd": 13662253.36
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 17,
"confidence_threshold": 0.89,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 65.8
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.782",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.871,
"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-101511",
"outcome": "rolled_back",
"strategic_value": "low",
"timestamp": "2026-01-02T01:11:00Z",
"trace_id": "e4cd89e4-3029-266d-5655-94d9764460b2"
} | {
"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-EXPLOIT-0.29"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.852,
"latency_ms": 3676,
"timestamp": "2026-01-02T00:37:13.192464Z",
"value_at_risk_usd": 5877450.57
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 137,
"confidence_threshold": 0.733,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 28.82
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.652",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.844,
"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": 0.55,
"id": "ATLAS-109032",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T06:32:00Z",
"trace_id": "2af2c997-7697-0640-cd88-d0c678b11431"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.16"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.813,
"latency_ms": 1594,
"timestamp": "2026-01-07T04:30:34.247883Z",
"value_at_risk_usd": 24173458.33
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 30,
"confidence_threshold": 0.897,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 37.81
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.745",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.919,
"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": 0.434,
"id": "ATLAS-105751",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-04T23:51:00Z",
"trace_id": "3a8de8f7-1cc5-bf15-8d96-e41cb1a5a223"
} | {
"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-0.4"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.946,
"latency_ms": 3612,
"timestamp": "2026-01-04T23:30:48.947647Z",
"value_at_risk_usd": 3525994.05
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 30,
"confidence_threshold": 0.616,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 47.57
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.803",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.789,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.644,
"id": "ATLAS-107521",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T05:21:00Z",
"trace_id": "fdb41273-25a8-b675-3af5-3db952545425"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.15"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.956,
"latency_ms": 2993,
"timestamp": "2026-01-06T01:34:06.429728Z",
"value_at_risk_usd": 16593215.92
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 6,
"confidence_threshold": 0.56,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -9.19
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.841",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.844,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.757,
"id": "ATLAS-104124",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T20:44:00Z",
"trace_id": "73bee0e8-c2e6-63d0-ef09-2476806f40ad"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.64"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.952,
"latency_ms": 2071,
"timestamp": "2026-01-03T19:28:17.081984Z",
"value_at_risk_usd": 11971963.39
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 66,
"confidence_threshold": 0.71,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -14.44
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.756",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.81,
"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": 0.487,
"id": "ATLAS-104989",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T11:09:00Z",
"trace_id": "699964fe-a636-53f6-3c73-922a6fd04505"
} | {
"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-0.5"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.963,
"latency_ms": 1253,
"timestamp": "2026-01-04T07:37:10.794015Z",
"value_at_risk_usd": 15092450.11
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 117,
"confidence_threshold": 0.684,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -7.76
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.755",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.547,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.697,
"id": "ATLAS-107715",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T08:35:00Z",
"trace_id": "7c3b9fbd-e7d4-5cb8-a39e-fd6f866057c0"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.46"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.884,
"latency_ms": 1914,
"timestamp": "2026-01-06T05:13:11.599180Z",
"value_at_risk_usd": 24319207.21
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 47,
"confidence_threshold": 0.853,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 72.95
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.805",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.888,
"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": 0.547,
"id": "ATLAS-103717",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T13:57:00Z",
"trace_id": "0be73b95-0981-b2d5-1e13-304f3c5590db"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.86"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.746,
"latency_ms": 3339,
"timestamp": "2026-01-03T12:29:03.330097Z",
"value_at_risk_usd": 23642753.49
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 16,
"confidence_threshold": 0.905,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 84.33
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.723",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.94,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
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"latency_ms": 977,
"timestamp": "2026-01-01T04:15:56.690813Z",
"value_at_risk_usd": 16987517.65
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"counterfactual_considered": true,
"decision_depth": 8,
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} | {
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} | {
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"engine": "atlas_apex_sim_v1",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.973,
"id": "ATLAS-104088",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T20:08:00Z",
"trace_id": "0458a7d6-59ec-1bfd-c9df-add91960a34d"
} | {
"agent_type": "Trading_Agent",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.968,
"latency_ms": 1784,
"timestamp": "2026-01-03T19:11:46.148362Z",
"value_at_risk_usd": 20893393.51
},
{
"data_source": "demand_forecaster",
"domain"... | {
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} | {
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} | {
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"engine": "atlas_apex_sim_v1",
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"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-109947",
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"strategic_value": "medium",
"timestamp": "2026-01-07T21:47:00Z",
"trace_id": "3c347e16-ba85-52f7-3df2-43daa3975ec7"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.15"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.739,
"latency_ms": 1477,
"timestamp": "2026-01-07T20:22:05.201889Z",
"value_at_risk_usd": 21804357.47
},
{
"data_source": "simulation_twin",
"domain... | {
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"primary_objective": "rebalance_load_under_node_failure",
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} | {
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"predictive_fidelity": 0.703,
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.695,
"id": "ATLAS-106969",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-05T20:09:00Z",
"trace_id": "f0eff32d-971c-c31a-b38a-96322c9cd29d"
} | {
"agent_type": "Orchestrator",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.48"
} | [
{
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"fidelity_score": 0.977,
"latency_ms": 2446,
"timestamp": "2026-01-05T19:53:35.229545Z",
"value_at_risk_usd": 22167336.23
},
{
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"domain... | {
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"primary_objective": "maximize_swarm_resilience",
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} | {
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]
} | {
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"reinforcement_learning",
"strategic_ai_research"
],
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"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.746,
"id": "ATLAS-100927",
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"timestamp": "2026-01-01T15:27:00Z",
"trace_id": "873725cf-b597-693f-7da1-31bef370c1b9"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.61"
} | [
{
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"timestamp": "2026-01-01T13:25:28.995509Z",
"value_at_risk_usd": 2094309.49
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
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"counterfactual_considered": false,
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"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.682,
"id": "ATLAS-108576",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-06T22:56:00Z",
"trace_id": "1e94dd9c-9d5f-a9bf-ba3a-f076fe003bfc"
} | {
"agent_type": "Orchestrator",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.42"
} | [
{
"data_source": "health_telemetry_bus",
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.471,
"latency_ms": 3439,
"timestamp": "2026-01-06T20:10:18.624847Z",
"value_at_risk_usd": 7128474.19
},
{
"data_source": "simulation_twin",
"domain"... | {
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"confidence_threshold": 0.914,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 26.53
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.868,
"signal_conflicts": []
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.491,
"id": "ATLAS-100490",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T08:10:00Z",
"trace_id": "f8880fc3-172d-d3ce-5683-a36ab2a3f8e5"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.33"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.513,
"latency_ms": 1151,
"timestamp": "2026-01-01T05:02:33.589293Z",
"value_at_risk_usd": 22320247.3
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.706",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.661,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.818,
"id": "ATLAS-100556",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T09:16:00Z",
"trace_id": "2469980a-1c96-c12a-19be-fadfe7d88614"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.63"
} | [
{
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"timestamp": "2026-01-01T06:22:29.212099Z",
"value_at_risk_usd": 17142198.97
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
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} | {
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"cross_domain_signal_count": 4,
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} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.49,
"id": "ATLAS-102642",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T20:02:00Z",
"trace_id": "1c74f2a9-8b0f-3235-90fe-7266b6e5bce5"
} | {
"agent_type": "AI_Scientist",
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],
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"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.23"
} | [
{
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"timestamp": "2026-01-02T19:02:35.159919Z",
"value_at_risk_usd": 10447562.56
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
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"cross_domain_signal_count": 4,
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.575,
"id": "ATLAS-102240",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T13:20:00Z",
"trace_id": "81a82cb1-59d9-ca53-4063-c923dc0d7a97"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.64"
} | [
{
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"latency_ms": 282,
"timestamp": "2026-01-02T11:07:07.303043Z",
"value_at_risk_usd": 7125478.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
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"cross_domain_signal_count": 4,
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"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
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