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": 0.784,
"id": "ATLAS-104636",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T05:16:00Z",
"trace_id": "f1ac5051-6b2b-c05b-b539-5db1824873ee"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.16"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.915,
"latency_ms": 2041,
"timestamp": "2026-01-04T03:09:43.722273Z",
"value_at_risk_usd": 6662641.69
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 97,
"confidence_threshold": 0.675,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 66.81
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.83",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.921,
"signal_conflicts": [
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.767,
"id": "ATLAS-107609",
"outcome": "rolled_back",
"strategic_value": "low",
"timestamp": "2026-01-06T06:49:00Z",
"trace_id": "4b35d312-a742-be10-cf01-4d1970687a5c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.32"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.514,
"latency_ms": 3796,
"timestamp": "2026-01-06T03:23:03.414407Z",
"value_at_risk_usd": 6771881.61
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 40,
"confidence_threshold": 0.659,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 19.89
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.674",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.695,
"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": 0.428,
"id": "ATLAS-109610",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T16:10:00Z",
"trace_id": "f1cf90c1-92c4-3cf0-1799-78885affc7db"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.27"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.968,
"latency_ms": 2813,
"timestamp": "2026-01-07T12:34:42.325015Z",
"value_at_risk_usd": 510420.62
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 32,
"confidence_threshold": 0.711,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 33.72
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.662",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.598,
"signal_conflicts": [
"temporal_inversion",
"fidelity_mismatch"
]
} | {
"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": 0.455,
"id": "ATLAS-103591",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-03T11:51:00Z",
"trace_id": "42ab7ea0-8bb3-949c-0d8c-4ff2f8dd474f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.53"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.849,
"latency_ms": 3455,
"timestamp": "2026-01-03T08:56:50.567542Z",
"value_at_risk_usd": 10236687.89
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 32,
"confidence_threshold": 0.742,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 69.08
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.819",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.511,
"signal_conflicts": [
"temporal_inversion",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.656,
"id": "ATLAS-108841",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T03:21:00Z",
"trace_id": "3f843963-18d8-0eea-9e5e-f57bb0bb0885"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.27"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.702,
"latency_ms": 2502,
"timestamp": "2026-01-07T03:08:08.534971Z",
"value_at_risk_usd": 13530465.06
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 32,
"confidence_threshold": 0.76,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 20.82
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.723",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.923,
"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": 0.907,
"id": "ATLAS-101111",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T18:31:00Z",
"trace_id": "394db3b4-a3c0-386c-c9f6-8a57c80bca2e"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.71"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.531,
"latency_ms": 3940,
"timestamp": "2026-01-01T17:27:09.287134Z",
"value_at_risk_usd": 19253527.57
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 62,
"confidence_threshold": 0.641,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 35.87
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.665",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.76,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.897,
"id": "ATLAS-104435",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-04T01:55:00Z",
"trace_id": "d0701ba6-ab66-17e0-ac7c-fc6cf2cb578b"
} | {
"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-EXPLOIT-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.504,
"latency_ms": 1606,
"timestamp": "2026-01-04T01:18:07.021525Z",
"value_at_risk_usd": 13643273.53
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 23,
"confidence_threshold": 0.712,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 49.2
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.616",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.669,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.83,
"id": "ATLAS-100847",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T14:07:00Z",
"trace_id": "d8cb8d78-b659-822b-cf50-0caff5c95bc7"
} | {
"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-EXPLORE-0.8"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.578,
"latency_ms": 3177,
"timestamp": "2026-01-01T13:11:36.108486Z",
"value_at_risk_usd": 16756133.27
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 24,
"confidence_threshold": 0.721,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -18.7
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.715",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.671,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.738,
"id": "ATLAS-108194",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T16:34:00Z",
"trace_id": "a926428b-fcf4-4a3c-dee9-d3e5fa69ec2d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.27"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.755,
"latency_ms": 439,
"timestamp": "2026-01-06T14:11:12.480570Z",
"value_at_risk_usd": 7633084.52
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 69,
"confidence_threshold": 0.832,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -8.3
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.707",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.783,
"signal_conflicts": [
"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": 0.432,
"id": "ATLAS-101228",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-01T20:28:00Z",
"trace_id": "d5edd777-0c08-c86d-1967-36c6e10af9ba"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.39"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.848,
"latency_ms": 436,
"timestamp": "2026-01-01T16:58:26.840708Z",
"value_at_risk_usd": 2812749.98
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 66,
"confidence_threshold": 0.807,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -9.43
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.684",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.918,
"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": 0.605,
"id": "ATLAS-108804",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T02:44:00Z",
"trace_id": "8ba5b051-cbb2-c25e-3c78-4811b57fe801"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.37"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.631,
"latency_ms": 1016,
"timestamp": "2026-01-06T23:33:00.834627Z",
"value_at_risk_usd": 11471589.84
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 42,
"confidence_threshold": 0.565,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 38.08
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.678",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.812,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"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": 0.769,
"id": "ATLAS-106308",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T09:08:00Z",
"trace_id": "37e0ed48-f5fa-9ca9-4986-cf79356c7ce4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.14"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.928,
"latency_ms": 3513,
"timestamp": "2026-01-05T07:25:27.279584Z",
"value_at_risk_usd": 6026298.27
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 30,
"confidence_threshold": 0.89,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 23.66
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.756",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.677,
"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": 0.502,
"id": "ATLAS-105020",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T11:40:00Z",
"trace_id": "4864bf57-ef00-b3ca-3cc4-6b775e3fbe06"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.61"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.453,
"latency_ms": 3118,
"timestamp": "2026-01-04T10:24:02.665585Z",
"value_at_risk_usd": 13412963.13
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 15,
"confidence_threshold": 0.68,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -22.61
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.647",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.582,
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{
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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{
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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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": "2026-01-05T12:10:00Z",
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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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} |
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": "2026-01-07T10:59:45.833955Z",
"value_at_risk_usd": 2712589.66
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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": "2026-01-03T15:38:00Z",
"trace_id": "df1b15a8-11e8-d736-b89b-71ac04a4b11f"
} | {
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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": "2026-01-06T06:36:00Z",
"trace_id": "b14dfbbf-3dbd-1066-d655-e193f6af536a"
} | {
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} | [
{
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"timestamp": "2026-01-06T05:31:16.619774Z",
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},
{
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} | {
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} | {
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],
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} |
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