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": 0.736,
"id": "ATLAS-104400",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-04T01:20:00Z",
"trace_id": "84480643-caee-777d-e6ba-db555af9f4de"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.44"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.76,
"latency_ms": 3696,
"timestamp": "2026-01-03T22:20:31.098324Z",
"value_at_risk_usd": 11147615.84
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 47,
"confidence_threshold": 0.648,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 51.3
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.72",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.895,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.57,
"id": "ATLAS-102981",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T01:41:00Z",
"trace_id": "af299773-781c-1b34-c4ec-5be0101f89a7"
} | {
"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-0.4"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.807,
"latency_ms": 2949,
"timestamp": "2026-01-02T22:55:23.951851Z",
"value_at_risk_usd": 5529081.92
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 97,
"confidence_threshold": 0.868,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 18.81
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.643",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.591,
"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": 0.881,
"id": "ATLAS-106616",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T14:16:00Z",
"trace_id": "6473dd26-ea67-e138-1468-4f7c7517970e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.52"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.708,
"latency_ms": 1615,
"timestamp": "2026-01-05T13:00:47.352014Z",
"value_at_risk_usd": 14773918.44
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 107,
"confidence_threshold": 0.803,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -22.19
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.762",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.619,
"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": 0.767,
"id": "ATLAS-100693",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-01T11:33:00Z",
"trace_id": "dc349f4d-6791-5507-c347-847b921abdc9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.14"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.916,
"latency_ms": 2930,
"timestamp": "2026-01-01T07:38:11.652275Z",
"value_at_risk_usd": 18247970.85
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 100,
"confidence_threshold": 0.81,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -9.59
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.69",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.855,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.915,
"id": "ATLAS-104329",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T00:09:00Z",
"trace_id": "32a0048e-811d-5b0b-d453-8209427754a1"
} | {
"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-CONSERVATIVE-0.48"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.728,
"latency_ms": 1370,
"timestamp": "2026-01-03T21:35:09.419993Z",
"value_at_risk_usd": 7720009.92
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 67,
"confidence_threshold": 0.598,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 61.38
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.679",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.761,
"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": 0.802,
"id": "ATLAS-101426",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-01T23:46:00Z",
"trace_id": "1c4686c4-b81d-2f5e-6cdf-efcc68ebe249"
} | {
"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-0.89"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.458,
"latency_ms": 131,
"timestamp": "2026-01-01T20:26:43.772080Z",
"value_at_risk_usd": 3521479.55
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 33,
"confidence_threshold": 0.805,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 35.73
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.727",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.875,
"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": 0.92,
"id": "ATLAS-100548",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T09:08:00Z",
"trace_id": "e83608fe-16e3-84c4-034b-0549cfd3aab2"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.15"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.847,
"latency_ms": 2714,
"timestamp": "2026-01-01T08:55:29.866491Z",
"value_at_risk_usd": 17231706.47
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 148,
"confidence_threshold": 0.832,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 72.59
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.768",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.531,
"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": 0.553,
"id": "ATLAS-106542",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T13:02:00Z",
"trace_id": "a6ba2498-841b-e4f1-3aea-0349cf8128ec"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"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": 0.873,
"latency_ms": 3076,
"timestamp": "2026-01-05T11:57:09.560643Z",
"value_at_risk_usd": 17451417.67
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.878,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 77.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.75",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.654,
"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": 0.935,
"id": "ATLAS-108505",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T21:45:00Z",
"trace_id": "d4998386-d73b-d0c7-938c-fc69eb24908b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.82"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.531,
"latency_ms": 3023,
"timestamp": "2026-01-06T18:53:16.806144Z",
"value_at_risk_usd": 13336106.68
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 6,
"confidence_threshold": 0.555,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 93.3
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.742",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.811,
"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": 0.8,
"id": "ATLAS-102914",
"outcome": "executed_with_caveats",
"strategic_value": "transformative",
"timestamp": "2026-01-03T00:34:00Z",
"trace_id": "d23dc470-56ad-a583-43be-6e44e638f5c5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.19"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.923,
"latency_ms": 2071,
"timestamp": "2026-01-02T22:34:24.662135Z",
"value_at_risk_usd": 1277701.2
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 12,
"confidence_threshold": 0.889,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 47.81
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.679",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.727,
"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": 0.449,
"id": "ATLAS-103593",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-03T11:53:00Z",
"trace_id": "e28c06fe-b685-30c9-eb2d-2ddaacf36da6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.696,
"latency_ms": 1272,
"timestamp": "2026-01-03T08:09:44.744883Z",
"value_at_risk_usd": 22235367.64
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 57,
"confidence_threshold": 0.551,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 33.01
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.601",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.566,
"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": 0.936,
"id": "ATLAS-109215",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T09:35:00Z",
"trace_id": "e251bb61-77bf-cb3f-d26c-91981d45e749"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.26"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.487,
"latency_ms": 2449,
"timestamp": "2026-01-07T06:25:21.669223Z",
"value_at_risk_usd": 4084348.82
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 10,
"confidence_threshold": 0.722,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 74.52
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.633",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.821,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.69,
"id": "ATLAS-101465",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T00:25:00Z",
"trace_id": "4cdc3b9a-52f4-af97-0264-4899479d5be0"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.38"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.953,
"latency_ms": 3750,
"timestamp": "2026-01-01T22:14:03.772077Z",
"value_at_risk_usd": 11132430.73
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 12,
"confidence_threshold": 0.855,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -27.84
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.794",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.846,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
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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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} | {
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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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} |
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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"timestamp": "2026-01-01T03:10:00Z",
"trace_id": "f34d4b13-6065-f5cf-25c9-78b5dbc21e42"
} | {
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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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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-01T05:14:00Z",
"trace_id": "9c0f37d5-75a2-39b1-3df5-516b3891b7f7"
} | {
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],
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} | [
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"timestamp": "2026-01-01T02:00:44.460440Z",
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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": "2026-01-06T16:07:00Z",
"trace_id": "c3de536c-5b55-ef6a-7adb-c11fbbd66bfb"
} | {
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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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"timestamp": "2026-01-05T05:16:48.295210Z",
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{
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} | {
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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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