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": 0.429,
"id": "ATLAS-108830",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T03:10:00Z",
"trace_id": "14478687-87c2-f469-d5c9-4ee378c630ab"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.46"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.839,
"latency_ms": 3159,
"timestamp": "2026-01-07T02:39:34.383823Z",
"value_at_risk_usd": 2566560.63
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 80,
"confidence_threshold": 0.854,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 16.29
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.713",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.77,
"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": 0.92,
"id": "ATLAS-107360",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T02:40:00Z",
"trace_id": "03efa981-427c-d991-83cd-ce83cc3b0457"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.19"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.662,
"latency_ms": 1085,
"timestamp": "2026-01-06T01:34:17.546477Z",
"value_at_risk_usd": 1264245.89
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 6,
"confidence_threshold": 0.577,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 88.16
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.753",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.64,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.837,
"id": "ATLAS-104368",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T00:48:00Z",
"trace_id": "cae2687e-74b9-01bb-c142-70536eb7ba5f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.82"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.8,
"latency_ms": 3355,
"timestamp": "2026-01-03T21:29:26.985202Z",
"value_at_risk_usd": 21376363.37
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 122,
"confidence_threshold": 0.73,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 89.03
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.705",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.885,
"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": 0.852,
"id": "ATLAS-109666",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T17:06:00Z",
"trace_id": "1d8315fe-415f-3cab-7c33-9d42224370ef"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.14"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.866,
"latency_ms": 1106,
"timestamp": "2026-01-07T14:35:02.627436Z",
"value_at_risk_usd": 630944.97
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 120,
"confidence_threshold": 0.876,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 31.38
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.756",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.659,
"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": 0.81,
"id": "ATLAS-100570",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T09:30:00Z",
"trace_id": "eb7d5cef-b4d3-2b86-02de-5777f980c29c"
} | {
"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-EXPLOIT-0.34"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.926,
"latency_ms": 2392,
"timestamp": "2026-01-01T07:37:47.095498Z",
"value_at_risk_usd": 7649816.89
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 31,
"confidence_threshold": 0.793,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 61.87
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.738",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.544,
"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": 0.628,
"id": "ATLAS-103619",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T12:19:00Z",
"trace_id": "35b1f790-6c26-92b1-69fc-9ac3e3a286e7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.18"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.782,
"latency_ms": 2040,
"timestamp": "2026-01-03T10:05:02.640499Z",
"value_at_risk_usd": 11676665.57
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 7,
"confidence_threshold": 0.873,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 79.97
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.67",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.921,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"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": 0.82,
"id": "ATLAS-106973",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-05T20:13:00Z",
"trace_id": "3a7b6284-cf90-267c-a69a-ee9e4bf076ac"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.14"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.715,
"latency_ms": 1219,
"timestamp": "2026-01-05T19:37:05.052134Z",
"value_at_risk_usd": 19841258.25
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 60,
"confidence_threshold": 0.915,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 59.86
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.667",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.936,
"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": 0.438,
"id": "ATLAS-103720",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T14:00:00Z",
"trace_id": "804afd46-f995-df87-5403-b071389ee464"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.32"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.61,
"latency_ms": 1845,
"timestamp": "2026-01-03T11:02:54.013144Z",
"value_at_risk_usd": 23801638.94
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 50,
"confidence_threshold": 0.876,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 32.78
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.733",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.552,
"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": 0.458,
"id": "ATLAS-102502",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-02T17:42:00Z",
"trace_id": "708dc2f3-840b-2727-7309-f5b186c7a6b1"
} | {
"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-EXPLORE-0.33"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.896,
"latency_ms": 2542,
"timestamp": "2026-01-02T17:04:22.301623Z",
"value_at_risk_usd": 10303447.24
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 28,
"confidence_threshold": 0.82,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 80.59
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.79",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.7,
"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": 0.715,
"id": "ATLAS-108222",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T17:02:00Z",
"trace_id": "16134ab8-72fb-b4ab-4eba-df7b4b580d4c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.28"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.819,
"latency_ms": 2581,
"timestamp": "2026-01-06T14:54:15.789700Z",
"value_at_risk_usd": 372000.45
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 132,
"confidence_threshold": 0.884,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -1.44
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.752",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.804,
"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": 0.675,
"id": "ATLAS-108315",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-06T18:35:00Z",
"trace_id": "363c6297-2ea9-8006-3816-0d13d11b809b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.28"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.759,
"latency_ms": 3588,
"timestamp": "2026-01-06T15:49:18.247317Z",
"value_at_risk_usd": 15224401.97
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 78,
"confidence_threshold": 0.908,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 76.32
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.744",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.857,
"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": 0.813,
"id": "ATLAS-109661",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T17:01:00Z",
"trace_id": "1bd7fe5e-084f-3111-2f1a-42e8c511fd6c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.1"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.638,
"latency_ms": 440,
"timestamp": "2026-01-07T14:23:14.473487Z",
"value_at_risk_usd": 180602.78
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 132,
"confidence_threshold": 0.673,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 67.34
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.681",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.839,
"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": 0.794,
"id": "ATLAS-105165",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-04T14:05:00Z",
"trace_id": "08f8bf00-dc15-cf1f-bc67-7b5d331cf836"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.628,
"latency_ms": 2072,
"timestamp": "2026-01-04T11:06:59.196092Z",
"value_at_risk_usd": 1010370.9
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 8,
"confidence_threshold": 0.607,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 35.36
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.66",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.659,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
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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": "2026-01-04T17:28:00Z",
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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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"trace_id": "856d97b3-01bf-7ef7-3964-05d4765986f9"
} | {
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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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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-03T10:46:00Z",
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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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} |
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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"timestamp": "2026-01-03T17:02:50.660542Z",
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},
{
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} | {
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} | {
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],
"scenario_class": "ai_driven_economic_decisions",
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} |
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