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": 0.899,
"id": "ATLAS-102967",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T01:27:00Z",
"trace_id": "b8d747e9-60b4-fc7e-2dc4-e848b3187e8f"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.38"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.626,
"latency_ms": 2192,
"timestamp": "2026-01-03T00:37:10.535538Z",
"value_at_risk_usd": 18356027.62
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 52,
"confidence_threshold": 0.853,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 89.4
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.756",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.967,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.406,
"id": "ATLAS-102738",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T21:38:00Z",
"trace_id": "1eae2415-07df-3bf8-72dd-c6c559ea5344"
} | {
"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-0.63"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.931,
"latency_ms": 2285,
"timestamp": "2026-01-02T20:52:37.444786Z",
"value_at_risk_usd": 7828091.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.779,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 31.65
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.755",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.69,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.758,
"id": "ATLAS-104690",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T06:10:00Z",
"trace_id": "b2aca5d7-c57a-d950-57a3-ba5b956e4f75"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.42"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.536,
"latency_ms": 3798,
"timestamp": "2026-01-04T05:25:07.702623Z",
"value_at_risk_usd": 4134815.18
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 119,
"confidence_threshold": 0.772,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -3.29
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.719",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.644,
"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": 0.827,
"id": "ATLAS-106635",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-05T14:35:00Z",
"trace_id": "91675d5e-c9fd-a04f-8bad-67aa17c5c54d"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.28"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.967,
"latency_ms": 2345,
"timestamp": "2026-01-05T13:39:58.723372Z",
"value_at_risk_usd": 6099827.81
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 96,
"confidence_threshold": 0.874,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 1.18
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.69",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.82,
"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": 0.802,
"id": "ATLAS-108618",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T23:38:00Z",
"trace_id": "1bd052ee-f2dd-4390-2ca4-e62969ac5f1c"
} | {
"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-HYBRID-0.63"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.627,
"latency_ms": 79,
"timestamp": "2026-01-06T23:04:57.277498Z",
"value_at_risk_usd": 23618662.13
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 20,
"confidence_threshold": 0.87,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 66.04
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.733",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.739,
"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": 0.693,
"id": "ATLAS-108988",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-07T05:48:00Z",
"trace_id": "82a19249-1e75-73c2-706a-59cab9b6b620"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.64"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.953,
"latency_ms": 3485,
"timestamp": "2026-01-07T03:15:56.251904Z",
"value_at_risk_usd": 18145518.85
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 80,
"confidence_threshold": 0.847,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 16.11
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.812",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.839,
"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": 0.748,
"id": "ATLAS-104254",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T22:54:00Z",
"trace_id": "bdf1618a-8e0d-3043-d391-88129f68c760"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.64"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.941,
"latency_ms": 605,
"timestamp": "2026-01-03T21:26:50.145451Z",
"value_at_risk_usd": 21225403.14
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 13,
"confidence_threshold": 0.798,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 50.22
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.764",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.919,
"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": 0.691,
"id": "ATLAS-102042",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T10:02:00Z",
"trace_id": "cb790744-d3ad-a2c0-bdf2-3011a4233cdf"
} | {
"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-EXPLORE-0.22"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.768,
"latency_ms": 2290,
"timestamp": "2026-01-02T07:23:17.622444Z",
"value_at_risk_usd": 13679880.41
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 34,
"confidence_threshold": 0.587,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 36.62
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.781",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.962,
"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": 0.826,
"id": "ATLAS-103106",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T03:46:00Z",
"trace_id": "3a0a0594-af3d-a3bf-6577-abcc9baaea8a"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.71"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.756,
"latency_ms": 2947,
"timestamp": "2026-01-03T00:59:04.698007Z",
"value_at_risk_usd": 523055.2
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 109,
"confidence_threshold": 0.727,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 45.39
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.67",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.901,
"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": 0.461,
"id": "ATLAS-106849",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-05T18:09:00Z",
"trace_id": "3afab2b5-b86d-e4cd-bd4b-2ff833256912"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.22"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.861,
"latency_ms": 669,
"timestamp": "2026-01-05T16:27:21.301291Z",
"value_at_risk_usd": 9369111.17
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 41,
"confidence_threshold": 0.89,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 68.64
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.653",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.907,
"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": 0.763,
"id": "ATLAS-104938",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T10:18:00Z",
"trace_id": "fa6d922a-22cf-c986-6934-6c6d8a5f7517"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.524,
"latency_ms": 1984,
"timestamp": "2026-01-04T08:21:03.528559Z",
"value_at_risk_usd": 2915717.24
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 72,
"confidence_threshold": 0.6,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -26.66
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.744",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.896,
"id": "ATLAS-104944",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T10:24:00Z",
"trace_id": "742561ec-f4de-cd79-9ee1-3ba7dcce6fe5"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.69"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.916,
"latency_ms": 294,
"timestamp": "2026-01-04T08:51:03.896685Z",
"value_at_risk_usd": 18048551.32
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 14,
"confidence_threshold": 0.708,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -0.77
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.757,
"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": 0.529,
"id": "ATLAS-103773",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T14:53:00Z",
"trace_id": "eb68d9d0-442e-0959-c17f-97e95b1be92d"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.83"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.58,
"latency_ms": 2661,
"timestamp": "2026-01-03T11:01:04.307581Z",
"value_at_risk_usd": 997037.08
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 37,
"confidence_threshold": 0.857,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 79.12
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.699",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.577,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-03T10:59:00Z",
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} | {
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} | [
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{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "265d517f-2261-fe73-5f57-cd8fd3a11b0f"
} | {
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} | [
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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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"value_at_risk_usd": 19785484.03
},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-06T10:47:00Z",
"trace_id": "39accef2-eb24-78da-d6c5-d765fdb03d85"
} | {
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} | [
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
{
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} | {
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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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