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": 0.484,
"id": "ATLAS-102321",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T14:41:00Z",
"trace_id": "f135edf2-932b-578d-06b9-695818cf2ae8"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.21"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.668,
"latency_ms": 656,
"timestamp": "2026-01-02T12:58:07.170183Z",
"value_at_risk_usd": 7779757.07
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 22,
"confidence_threshold": 0.859,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -22.72
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.702",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.713,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.769,
"id": "ATLAS-105341",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T17:01:00Z",
"trace_id": "c10a8127-04a9-ca62-bbc5-3f39a3c6d14c"
} | {
"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-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.867,
"latency_ms": 568,
"timestamp": "2026-01-04T13:33:37.510362Z",
"value_at_risk_usd": 16875133.21
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 39,
"confidence_threshold": 0.883,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -16.47
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.816",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.7,
"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": 0.456,
"id": "ATLAS-103504",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T10:24:00Z",
"trace_id": "5aa788de-e259-93a4-8daa-8108eb5973d1"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.32"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.717,
"latency_ms": 1769,
"timestamp": "2026-01-03T08:13:37.317835Z",
"value_at_risk_usd": 18096282.62
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 39,
"confidence_threshold": 0.819,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 78.28
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.708",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.678,
"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": 0.71,
"id": "ATLAS-108812",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-07T02:52:00Z",
"trace_id": "efddda71-82ad-9904-1b76-dbf13887425b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.82"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.97,
"latency_ms": 1898,
"timestamp": "2026-01-07T01:08:35.254664Z",
"value_at_risk_usd": 2199553.07
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 35,
"confidence_threshold": 0.881,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 56.12
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.743",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.736,
"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": 0.464,
"id": "ATLAS-101248",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T20:48:00Z",
"trace_id": "026f167d-e309-50f9-7a10-28c3ed84c7a3"
} | {
"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-0.52"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.579,
"latency_ms": 883,
"timestamp": "2026-01-01T19:58:30.063200Z",
"value_at_risk_usd": 11507644.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 69,
"confidence_threshold": 0.732,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 61.03
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.671",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.586,
"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": 0.501,
"id": "ATLAS-106357",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-05T09:57:00Z",
"trace_id": "81f41aa2-9719-f5c9-8f03-999467fa855c"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.72"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.873,
"latency_ms": 641,
"timestamp": "2026-01-05T09:35:17.622814Z",
"value_at_risk_usd": 16829437.44
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 46,
"confidence_threshold": 0.723,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 76.89
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.764",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.784,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.747,
"id": "ATLAS-102128",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T11:28:00Z",
"trace_id": "8404b6e3-dc20-5a0e-3833-f0d0e5a82573"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.47"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.693,
"latency_ms": 1619,
"timestamp": "2026-01-02T10:21:08.345360Z",
"value_at_risk_usd": 7551736.43
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 70,
"confidence_threshold": 0.651,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 55.41
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.721",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.735,
"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": 0.426,
"id": "ATLAS-105942",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T03:02:00Z",
"trace_id": "4254f893-47a6-431d-93ba-fad5f8bd0510"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.19"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.498,
"latency_ms": 3560,
"timestamp": "2026-01-04T23:08:01.492355Z",
"value_at_risk_usd": 3943395.54
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 115,
"confidence_threshold": 0.581,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -0.88
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.62",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.701,
"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": 0.748,
"id": "ATLAS-103181",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T05:01:00Z",
"trace_id": "7e175cdb-2448-f75f-5ec4-3df3aad312a3"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.31"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.841,
"latency_ms": 2693,
"timestamp": "2026-01-03T03:14:49.867424Z",
"value_at_risk_usd": 4670454.18
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 100,
"confidence_threshold": 0.697,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -3.5
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.724",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.817,
"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": 0.644,
"id": "ATLAS-101215",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T20:15:00Z",
"trace_id": "8d5bc03a-60e7-b836-a8b5-9f5621c2c8d0"
} | {
"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-0.59"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.8,
"latency_ms": 124,
"timestamp": "2026-01-01T17:11:11.110614Z",
"value_at_risk_usd": 23301363.7
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 96,
"confidence_threshold": 0.741,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 80.21
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.801",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.715,
"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": 0.4,
"id": "ATLAS-105755",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T23:55:00Z",
"trace_id": "c5b77165-fe18-a1b5-cb2a-8d7af71034eb"
} | {
"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-AGGRESSIVE-0.62"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.864,
"latency_ms": 3915,
"timestamp": "2026-01-04T23:14:01.292457Z",
"value_at_risk_usd": 10534071.77
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 11,
"confidence_threshold": 0.884,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -13.13
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.722",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.548,
"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": 0.786,
"id": "ATLAS-104040",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T19:20:00Z",
"trace_id": "ac416523-6c8f-11f0-dac6-b080da2da92f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.2"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.842,
"latency_ms": 1494,
"timestamp": "2026-01-03T18:05:11.970706Z",
"value_at_risk_usd": 11008153.7
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 107,
"confidence_threshold": 0.815,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 71.71
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.722",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.536,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.665,
"id": "ATLAS-106102",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T05:42:00Z",
"trace_id": "985034cd-8fa5-13ae-b964-7ae7fbb96d1f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.13"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.596,
"latency_ms": 1957,
"timestamp": "2026-01-05T02:45:31.514117Z",
"value_at_risk_usd": 767787.83
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 93,
"confidence_threshold": 0.782,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 32.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.66",
"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": [
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]
} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.525,
"id": "ATLAS-100671",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T11:11:00Z",
"trace_id": "67fe1658-c0ac-c371-cc90-99d407d6c3da"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.81"
} | [
{
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"fidelity_score": 0.665,
"latency_ms": 1910,
"timestamp": "2026-01-01T07:28:12.854255Z",
"value_at_risk_usd": 1515371.71
},
{
"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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} | {
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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": 0.773,
"id": "ATLAS-105189",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-04T14:29:00Z",
"trace_id": "83a2f38e-2c6a-b5c0-efc7-a654311bb55f"
} | {
"agent_type": "Trading_Agent",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.32"
} | [
{
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"fidelity_score": 0.666,
"latency_ms": 2491,
"timestamp": "2026-01-04T13:09:08.012535Z",
"value_at_risk_usd": 10525023.36
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 37.88
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.584,
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} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.606,
"id": "ATLAS-106995",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-05T20:35:00Z",
"trace_id": "1f5108a2-4e4e-9a0d-e5b9-8c1ebd2d8400"
} | {
"agent_type": "Orchestrator",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.76"
} | [
{
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"timestamp": "2026-01-05T18:53:41.716290Z",
"value_at_risk_usd": 7311749.69
},
{
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"domain": ... | {
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"primary_objective": "rebalance_load_under_node_failure",
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} | {
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
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],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.486,
"id": "ATLAS-106578",
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"timestamp": "2026-01-05T13:38:00Z",
"trace_id": "57289b63-141c-b136-9aee-d4cdb02b0106"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.4"
} | [
{
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"latency_ms": 2702,
"timestamp": "2026-01-05T11:04:02.927848Z",
"value_at_risk_usd": 23184118.74
},
{
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"domain"... | {
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"primary_objective": "hedge_tail_exposure",
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} | {
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} | {
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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": 0.513,
"id": "ATLAS-100250",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T04:10:00Z",
"trace_id": "5529885a-0444-c6f1-bcc9-c2e69d2f5a3e"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.82"
} | [
{
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"timestamp": "2026-01-01T02:24:04.041986Z",
"value_at_risk_usd": 17388999.39
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.914,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 34.54
} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.689,
"signal_conflicts": [
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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": 0.632,
"id": "ATLAS-109827",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T19:47:00Z",
"trace_id": "943164ac-9df2-dae8-97a1-1d4cf9c52f89"
} | {
"agent_type": "Orchestrator",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.61"
} | [
{
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"fidelity_score": 0.803,
"latency_ms": 2287,
"timestamp": "2026-01-07T16:04:08.617577Z",
"value_at_risk_usd": 17627429.11
},
{
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} | {
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"cross_domain_signal_count": 3,
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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": 0.756,
"id": "ATLAS-107137",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-05T22:57:00Z",
"trace_id": "9ab47f30-a24c-a287-9ced-b838330a85cf"
} | {
"agent_type": "Orchestrator",
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.12"
} | [
{
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"latency_ms": 908,
"timestamp": "2026-01-05T20:34:30.700903Z",
"value_at_risk_usd": 7176170.03
},
{
"data_source": "simulation_twin",
"domain":... | {
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"decision_depth": 3,
"primary_objective": "maximize_swarm_resilience",
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} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.769",
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"predictive_fidelity": 0.917,
"signal_conflicts": [
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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": 0.718,
"id": "ATLAS-103486",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T10:06:00Z",
"trace_id": "b27bf42e-efd9-7eba-d7f4-52e79323e247"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.25"
} | [
{
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"timestamp": "2026-01-03T06:29:17.091342Z",
"value_at_risk_usd": 24473740.2
},
{
"data_source": "demand_forecaster",
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"primary_objective": "hedge_tail_exposure",
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} | {
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.664,
"id": "ATLAS-109908",
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"timestamp": "2026-01-07T21:08:00Z",
"trace_id": "3884c679-5a7a-9454-89b1-6ede81b80315"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.89"
} | [
{
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"timestamp": "2026-01-07T20:54:41.152911Z",
"value_at_risk_usd": 23818137.73
},
{
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} | {
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
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