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": 0.953,
"id": "ATLAS-108518",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T21:58:00Z",
"trace_id": "d6e6c087-32e6-f4ee-f1d9-3494f7ef0a62"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.23"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.696,
"latency_ms": 1235,
"timestamp": "2026-01-06T19:20:14.251951Z",
"value_at_risk_usd": 12031482.78
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 61,
"confidence_threshold": 0.727,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 86.16
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.621",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.507,
"signal_conflicts": [
"value_at_risk_divergence",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.937,
"id": "ATLAS-104682",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-04T06:02:00Z",
"trace_id": "690084a1-b795-492d-251a-84f4beca83b4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.62"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.525,
"latency_ms": 3519,
"timestamp": "2026-01-04T02:58:22.184586Z",
"value_at_risk_usd": 16791530.05
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 37,
"confidence_threshold": 0.743,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 0.34
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.866,
"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": 0.626,
"id": "ATLAS-107761",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T09:21:00Z",
"trace_id": "83303844-90d2-0231-ea13-25cea3ec5b28"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.33"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.818,
"latency_ms": 3881,
"timestamp": "2026-01-06T09:14:30.625700Z",
"value_at_risk_usd": 11278857.24
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 65,
"confidence_threshold": 0.56,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 87.62
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.744",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.709,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"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": 0.855,
"id": "ATLAS-108967",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T05:27:00Z",
"trace_id": "6c058f8d-4392-60ec-a345-695c0466cead"
} | {
"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-EXPLORE-0.4"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.987,
"latency_ms": 2806,
"timestamp": "2026-01-07T04:06:49.275271Z",
"value_at_risk_usd": 13716336.39
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 25,
"confidence_threshold": 0.749,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -5.2
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.824",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.848,
"signal_conflicts": [
"temporal_inversion",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.666,
"id": "ATLAS-107674",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T07:54:00Z",
"trace_id": "34fc650a-8935-2551-7b02-cf97b5369cce"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.59"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.528,
"latency_ms": 2199,
"timestamp": "2026-01-06T04:32:58.776009Z",
"value_at_risk_usd": 8054660.51
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 134,
"confidence_threshold": 0.59,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -10.3
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.702",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.863,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"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": 0.952,
"id": "ATLAS-103404",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T08:44:00Z",
"trace_id": "b7f257d5-ba5a-2016-abbf-f973daf01faa"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.21"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.504,
"latency_ms": 3343,
"timestamp": "2026-01-03T06:59:06.267839Z",
"value_at_risk_usd": 8546595.21
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 60,
"confidence_threshold": 0.651,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 89.09
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.673",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.868,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.511,
"id": "ATLAS-104076",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T19:56:00Z",
"trace_id": "88d1e05f-f34b-1fed-6fc7-2b256589468a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.67"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.55,
"latency_ms": 2069,
"timestamp": "2026-01-03T19:09:13.905524Z",
"value_at_risk_usd": 18275327.79
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 50,
"confidence_threshold": 0.747,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -15.98
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.532,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.401,
"id": "ATLAS-109031",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-07T06:31:00Z",
"trace_id": "f70733ba-da77-2ea9-f43a-88fc1c6ae552"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.11"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.736,
"latency_ms": 2753,
"timestamp": "2026-01-07T04:29:57.360889Z",
"value_at_risk_usd": 24420687.78
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 22,
"confidence_threshold": 0.665,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -25.46
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.692",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.539,
"signal_conflicts": [
"fidelity_mismatch",
"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": 0.408,
"id": "ATLAS-103874",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-03T16:34:00Z",
"trace_id": "c20d6076-295e-962b-69ac-155ee0a88b90"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.81"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.625,
"latency_ms": 294,
"timestamp": "2026-01-03T12:55:07.363062Z",
"value_at_risk_usd": 3373779.97
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 48,
"confidence_threshold": 0.862,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -3.78
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.741",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.511,
"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": 0.563,
"id": "ATLAS-100577",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-01T09:37:00Z",
"trace_id": "6728cd49-4217-199a-985a-aa57a0fd7ea0"
} | {
"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-AGGRESSIVE-0.72"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.496,
"latency_ms": 3173,
"timestamp": "2026-01-01T08:03:22.446336Z",
"value_at_risk_usd": 18003659.99
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 38,
"confidence_threshold": 0.662,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -0.92
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.728",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.817,
"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": 0.725,
"id": "ATLAS-104599",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-04T04:39:00Z",
"trace_id": "d8e0a945-ee71-7104-2df7-d2b247f89962"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.46"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.738,
"latency_ms": 1813,
"timestamp": "2026-01-04T01:39:13.223819Z",
"value_at_risk_usd": 7448506.44
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 27,
"confidence_threshold": 0.671,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 60.91
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.814",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.549,
"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": 0.76,
"id": "ATLAS-105246",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-04T15:26:00Z",
"trace_id": "00fb5ecd-ee62-1e50-e19a-786449558e95"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.29"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.715,
"latency_ms": 2301,
"timestamp": "2026-01-04T15:14:08.057183Z",
"value_at_risk_usd": 15146137.1
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 25,
"confidence_threshold": 0.885,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 24.27
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.777",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.783,
"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": 0.958,
"id": "ATLAS-101212",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T20:12:00Z",
"trace_id": "6b4e1180-d3ca-f1ed-57f1-c69b8e49a31f"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.65"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.708,
"latency_ms": 1673,
"timestamp": "2026-01-01T18:56:40.959820Z",
"value_at_risk_usd": 7707275.7
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 74,
"confidence_threshold": 0.689,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_experimental_information_gain",
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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": "2026-01-03T13:49:00Z",
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} | {
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],
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} | [
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"timestamp": "2026-01-03T10:49:40.664883Z",
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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": "2026-01-07T01:56:00Z",
"trace_id": "4400b18c-cb26-226f-5096-38e19d573c4b"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.32"
} | [
{
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"value_at_risk_usd": 24601670.31
},
{
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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": "2026-01-02T09:13:00Z",
"trace_id": "1385ef00-aba2-4923-6658-84cdd448093a"
} | {
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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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"timestamp": "2026-01-06T18:28:28.016238Z",
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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": "2026-01-04T00:16:00Z",
"trace_id": "b7ced513-cc1e-e431-d359-7a79d1d17c29"
} | {
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],
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} | [
{
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"timestamp": "2026-01-03T22:02:35.402831Z",
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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": "2026-01-05T10:13:00Z",
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} | {
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} | [
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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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"timestamp": "2026-01-05T08:37:06.438295Z",
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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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