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": 0.924,
"id": "ATLAS-107727",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-06T08:47:00Z",
"trace_id": "6b191901-d54e-9a3b-06af-fdbb9a26c17e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.76"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.982,
"latency_ms": 1788,
"timestamp": "2026-01-06T05:43:30.636340Z",
"value_at_risk_usd": 22956998.09
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 32,
"confidence_threshold": 0.856,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 41.48
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.775",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.889,
"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": 0.465,
"id": "ATLAS-103378",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-03T08:18:00Z",
"trace_id": "c6a3f2ca-beb0-effb-a43e-4e12d3072433"
} | {
"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-0.81"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.674,
"latency_ms": 2049,
"timestamp": "2026-01-03T05:52:31.542719Z",
"value_at_risk_usd": 8232265.81
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 13,
"confidence_threshold": 0.882,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 12.52
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.703",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.626,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.62,
"id": "ATLAS-108064",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-06T14:24:00Z",
"trace_id": "0364f174-7824-6089-02ad-755201c941c1"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.83"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.52,
"latency_ms": 638,
"timestamp": "2026-01-06T12:53:53.746179Z",
"value_at_risk_usd": 24843692.26
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 53,
"confidence_threshold": 0.809,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -25.82
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.649",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.517,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.402,
"id": "ATLAS-104339",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T00:19:00Z",
"trace_id": "eeda82ad-e778-e689-45c0-008362180c2f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.88"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.943,
"latency_ms": 3690,
"timestamp": "2026-01-03T20:48:51.427034Z",
"value_at_risk_usd": 23434673.86
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 84,
"confidence_threshold": 0.819,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 63.4
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.731",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.903,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.866,
"id": "ATLAS-109825",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T19:45:00Z",
"trace_id": "897d4155-0d11-6e2a-7547-87e6643cf1b2"
} | {
"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-AGGRESSIVE-0.58"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.58,
"latency_ms": 1384,
"timestamp": "2026-01-07T17:50:50.165067Z",
"value_at_risk_usd": 9909145.68
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 37,
"confidence_threshold": 0.596,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 88.18
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.641",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.526,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.839,
"id": "ATLAS-102717",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T21:17:00Z",
"trace_id": "018ee023-c809-7ebc-d0ec-c269164a7ddf"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.51"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.948,
"latency_ms": 784,
"timestamp": "2026-01-02T18:12:09.757740Z",
"value_at_risk_usd": 17524128.21
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.726,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 3.7
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.768",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.688,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.456,
"id": "ATLAS-107767",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T09:27:00Z",
"trace_id": "13b476ad-9dc9-ce9a-793e-ab10f2ad1b97"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.66"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.803,
"latency_ms": 3031,
"timestamp": "2026-01-06T07:28:36.793169Z",
"value_at_risk_usd": 8617555.8
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 48,
"confidence_threshold": 0.632,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 10.26
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.768",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.805,
"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": 0.46,
"id": "ATLAS-103234",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-03T05:54:00Z",
"trace_id": "7470aa9a-7712-697b-379d-f60f1ce82ce9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.2"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.94,
"latency_ms": 1292,
"timestamp": "2026-01-03T04:04:46.567031Z",
"value_at_risk_usd": 6569011.03
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 46,
"confidence_threshold": 0.81,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 12.16
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.736",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.88,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.727,
"id": "ATLAS-101319",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-01T21:59:00Z",
"trace_id": "98f7cf15-45aa-a872-ab9a-8fc14555ce0a"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.82"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.949,
"latency_ms": 1605,
"timestamp": "2026-01-01T18:09:51.098881Z",
"value_at_risk_usd": 11457667.99
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 116,
"confidence_threshold": 0.643,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 28.35
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.7",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.673,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.751,
"id": "ATLAS-105518",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-04T19:58:00Z",
"trace_id": "7a88ad1d-d572-78b3-0092-e367ea671832"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.36"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.776,
"latency_ms": 2474,
"timestamp": "2026-01-04T16:33:26.840185Z",
"value_at_risk_usd": 23771524.92
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 10,
"confidence_threshold": 0.659,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 30.38
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.786",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.89,
"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": 0.977,
"id": "ATLAS-109061",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T07:01:00Z",
"trace_id": "f6a3c28b-4c46-e93e-8070-9fe8eb16623e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.43"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.907,
"latency_ms": 2201,
"timestamp": "2026-01-07T05:43:01.850632Z",
"value_at_risk_usd": 390866.41
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 89,
"confidence_threshold": 0.878,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 25.49
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.847",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.5,
"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": 0.577,
"id": "ATLAS-108437",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T20:37:00Z",
"trace_id": "cda722d0-20d1-c950-00ce-9cbb3e3cea7b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.17"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.97,
"latency_ms": 1290,
"timestamp": "2026-01-06T16:41:26.864863Z",
"value_at_risk_usd": 11527873.47
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 24,
"confidence_threshold": 0.912,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 27.75
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.768",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.765,
"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": 0.415,
"id": "ATLAS-105490",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T19:30:00Z",
"trace_id": "06764cf3-bf76-70d7-6f6a-b0091a91fb27"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.4"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.658,
"latency_ms": 3693,
"timestamp": "2026-01-04T18:31:14.109825Z",
"value_at_risk_usd": 5622370.33
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 46,
"confidence_threshold": 0.848,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 54.88
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.725",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.588,
"signal_conflicts": [
"temporal_inversion"
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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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"trace_id": "7938becf-7448-2d07-ca60-ae532d8c66cd"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.29"
} | [
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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": "2026-01-07T13:47:00Z",
"trace_id": "1ef4530d-7032-cb60-843d-74291643fb4e"
} | {
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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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"trace_id": "bb0f1622-46fe-aa81-8513-7741b4bf3719"
} | {
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],
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} | [
{
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"timestamp": "2026-01-06T13:12:37.137391Z",
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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": "2026-01-05T17:52:00Z",
"trace_id": "5e1520c2-bb6b-341e-91e3-569cd77abc0a"
} | {
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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": "2026-01-01T02:57:00Z",
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} | {
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],
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} | [
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"timestamp": "2026-01-01T02:05:19.970348Z",
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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": "8d850bcc-6486-0677-b01e-5500a6574f82"
} | {
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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": "2026-01-04T05:15:00Z",
"trace_id": "031db753-abab-90fc-f105-86892dd724f6"
} | {
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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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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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