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": 0.905,
"id": "ATLAS-106277",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T08:37:00Z",
"trace_id": "5140d284-edcd-cccf-a6e2-c17c3a597a87"
} | {
"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-HYBRID-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.684,
"latency_ms": 1751,
"timestamp": "2026-01-05T08:15:25.590393Z",
"value_at_risk_usd": 4892576.81
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 49,
"confidence_threshold": 0.562,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 8.89
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.762",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.855,
"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": 0.945,
"id": "ATLAS-101514",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-02T01:14:00Z",
"trace_id": "38c1b71e-5e94-6153-245b-bc616f760f32"
} | {
"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-AGGRESSIVE-0.39"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.462,
"latency_ms": 3443,
"timestamp": "2026-01-01T23:06:30.935206Z",
"value_at_risk_usd": 22067130.11
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 81,
"confidence_threshold": 0.791,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 87.7
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.634",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.633,
"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": 0.716,
"id": "ATLAS-108528",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-06T22:08:00Z",
"trace_id": "99c6349e-e54c-025c-7c24-f25b520983a8"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.48"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.487,
"latency_ms": 677,
"timestamp": "2026-01-06T20:37:51.591208Z",
"value_at_risk_usd": 14100492.94
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 89,
"confidence_threshold": 0.596,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 40.96
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.607",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.812,
"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": 0.976,
"id": "ATLAS-108210",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-06T16:50:00Z",
"trace_id": "c7b5c562-3735-e6ed-cc1f-2f97d1cba79e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.44"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.667,
"latency_ms": 3599,
"timestamp": "2026-01-06T15:38:15.212990Z",
"value_at_risk_usd": 12676686.93
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 78,
"confidence_threshold": 0.91,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -1.94
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.759",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.538,
"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": 0.597,
"id": "ATLAS-100458",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-01T07:38:00Z",
"trace_id": "e0d8b492-7289-6055-0a52-4e333a0807d8"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.54,
"latency_ms": 2184,
"timestamp": "2026-01-01T04:33:11.441602Z",
"value_at_risk_usd": 11816343.4
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 34,
"confidence_threshold": 0.623,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 69.78
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.732",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.817,
"signal_conflicts": [
"temporal_inversion",
"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": 0.978,
"id": "ATLAS-109752",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T18:32:00Z",
"trace_id": "848fe605-1cd5-1cea-3ddc-09867320250a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.65"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.694,
"latency_ms": 2293,
"timestamp": "2026-01-07T15:38:55.865548Z",
"value_at_risk_usd": 20316508.47
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 87,
"confidence_threshold": 0.904,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 88.2
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.76",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.538,
"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": 0.844,
"id": "ATLAS-109080",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T07:20:00Z",
"trace_id": "6dcd3b8b-baa7-9089-94ba-e9e32b3b2eba"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.67"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.818,
"latency_ms": 882,
"timestamp": "2026-01-07T06:08:10.513321Z",
"value_at_risk_usd": 12209216.08
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 40,
"confidence_threshold": 0.906,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 91.49
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.532,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.466,
"id": "ATLAS-105466",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T19:06:00Z",
"trace_id": "c062e25d-a393-1c25-7b7d-577e9298ea93"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.5"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.794,
"latency_ms": 1494,
"timestamp": "2026-01-04T15:11:07.797722Z",
"value_at_risk_usd": 9903393.78
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 55,
"confidence_threshold": 0.582,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -4.34
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.691",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.782,
"signal_conflicts": [
"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": 0.566,
"id": "ATLAS-109746",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T18:26:00Z",
"trace_id": "5e03abae-4e72-e69e-4c69-c45c7faffde0"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.4"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.848,
"latency_ms": 1316,
"timestamp": "2026-01-07T17:57:36.621758Z",
"value_at_risk_usd": 18997971.94
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 26,
"confidence_threshold": 0.741,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 45.04
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.88",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.898,
"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": 0.958,
"id": "ATLAS-107232",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T00:32:00Z",
"trace_id": "a162faa4-359b-c5a6-50a7-461953936613"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.14"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.85,
"latency_ms": 2563,
"timestamp": "2026-01-05T21:26:17.246328Z",
"value_at_risk_usd": 21311154.12
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 14,
"confidence_threshold": 0.684,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 35.52
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.812",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.605,
"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": 0.814,
"id": "ATLAS-107082",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T22:02:00Z",
"trace_id": "a377b8ed-2796-3a71-6f3a-bae89f1e615f"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.76"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.495,
"latency_ms": 523,
"timestamp": "2026-01-05T20:12:45.881248Z",
"value_at_risk_usd": 18084513.19
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 55,
"confidence_threshold": 0.686,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 46.88
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.745",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.614,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.707,
"id": "ATLAS-104904",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T09:44:00Z",
"trace_id": "bbd0f8b3-ba65-ddb8-754e-a36db33c1175"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.46"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.548,
"latency_ms": 2783,
"timestamp": "2026-01-04T07:25:51.363126Z",
"value_at_risk_usd": 24582816.65
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 79,
"confidence_threshold": 0.875,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 19.88
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.663,
"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": 0.883,
"id": "ATLAS-107497",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-06T04:57:00Z",
"trace_id": "3232ef61-9391-bf3f-0c58-2f369b47a735"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.55"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.561,
"latency_ms": 3600,
"timestamp": "2026-01-06T02:23:30.630758Z",
"value_at_risk_usd": 6881373.87
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 72,
"confidence_threshold": 0.638,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 21.38
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.687",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.716,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
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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": "953ce0f9-7f34-688a-cc14-92104ca0f6be"
} | {
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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": "2026-01-04T05:19:00Z",
"trace_id": "d6d7f771-6229-9b31-b359-14916135326b"
} | {
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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": "2026-01-06T01:10:00Z",
"trace_id": "d18fa614-13df-877f-2aac-6d5e4782e94e"
} | {
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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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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-06T00:49:00Z",
"trace_id": "9870f14f-3237-06fc-0830-68e2f004bab0"
} | {
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} | [
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"timestamp": "2026-01-05T22:34:23.124703Z",
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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": "2026-01-07T03:08:00Z",
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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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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-05T15:59:00Z",
"trace_id": "4d11bd49-4829-3309-ea98-70a2a6345d03"
} | {
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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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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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