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": 0.977,
"id": "ATLAS-101264",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T21:04:00Z",
"trace_id": "18821089-438c-cbba-0924-a44ada5780de"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.18"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.61,
"latency_ms": 974,
"timestamp": "2026-01-01T17:18:04.182145Z",
"value_at_risk_usd": 21817099.78
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 34,
"confidence_threshold": 0.612,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 71.08
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.63",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.928,
"signal_conflicts": [
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.724,
"id": "ATLAS-103034",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T02:34:00Z",
"trace_id": "f3b09263-0787-961c-3de2-387ac77bcb8c"
} | {
"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-0.3"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.869,
"latency_ms": 2680,
"timestamp": "2026-01-03T01:45:42.531729Z",
"value_at_risk_usd": 2249805.55
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 63,
"confidence_threshold": 0.692,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 14.2
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.823",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.639,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.68,
"id": "ATLAS-100025",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T00:25:00Z",
"trace_id": "d86a6460-59a1-120e-1bb4-3332d8e7012f"
} | {
"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-AGGRESSIVE-0.39"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.501,
"latency_ms": 1768,
"timestamp": "2025-12-31T20:49:54.379707Z",
"value_at_risk_usd": 10402661.31
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 34,
"confidence_threshold": 0.607,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 70.9
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.79",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.958,
"signal_conflicts": [
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.565,
"id": "ATLAS-101981",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T09:01:00Z",
"trace_id": "2e16b0f1-61b7-8b8a-708c-b81607c84588"
} | {
"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-HYBRID-0.53"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.468,
"latency_ms": 2099,
"timestamp": "2026-01-02T08:52:54.894510Z",
"value_at_risk_usd": 5312400.3
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 54,
"confidence_threshold": 0.903,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 55.21
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.658",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.55,
"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": 0.556,
"id": "ATLAS-103488",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T10:08:00Z",
"trace_id": "583cff22-7861-3085-a06e-a6c67bf28749"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.35"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.558,
"latency_ms": 2915,
"timestamp": "2026-01-03T09:55:01.715056Z",
"value_at_risk_usd": 24640008.52
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 72,
"confidence_threshold": 0.773,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 51.82
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.64",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.649,
"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": 0.975,
"id": "ATLAS-108419",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-06T20:19:00Z",
"trace_id": "34a3585d-21b8-be76-8b3f-349261c2d191"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.83"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.963,
"latency_ms": 220,
"timestamp": "2026-01-06T18:21:31.666123Z",
"value_at_risk_usd": 6271909.75
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 124,
"confidence_threshold": 0.759,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -10.07
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.637",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.969,
"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": 0.846,
"id": "ATLAS-101315",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T21:55:00Z",
"trace_id": "f4405f5f-c178-5413-d8c4-8c88ed4256c5"
} | {
"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-CONSERVATIVE-0.64"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.962,
"latency_ms": 143,
"timestamp": "2026-01-01T19:22:23.781715Z",
"value_at_risk_usd": 21709357.88
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 58,
"confidence_threshold": 0.899,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 44.08
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.721",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.515,
"signal_conflicts": [
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.799,
"id": "ATLAS-102018",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-02T09:38:00Z",
"trace_id": "f6f9b93e-0ad2-6e8c-ecb0-5f9037945052"
} | {
"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-CONSERVATIVE-0.85"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.462,
"latency_ms": 1787,
"timestamp": "2026-01-02T06:50:09.760515Z",
"value_at_risk_usd": 13180555.03
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 18,
"confidence_threshold": 0.836,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 25.96
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.612",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.55,
"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": 0.602,
"id": "ATLAS-103767",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T14:47:00Z",
"trace_id": "c5898c2e-bb41-d07f-a23d-dbe0efc61dba"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.27"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.842,
"latency_ms": 2671,
"timestamp": "2026-01-03T12:26:23.126675Z",
"value_at_risk_usd": 9385625.56
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 35,
"confidence_threshold": 0.616,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 13.61
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.649",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.861,
"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": 0.652,
"id": "ATLAS-102131",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T11:31:00Z",
"trace_id": "d617a679-bbfe-c5c9-f2bb-79b55a431a3f"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.897,
"latency_ms": 2879,
"timestamp": "2026-01-02T08:51:51.411877Z",
"value_at_risk_usd": 21649677.96
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 19,
"confidence_threshold": 0.839,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 44.95
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.685",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.643,
"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": 0.514,
"id": "ATLAS-108612",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-06T23:32:00Z",
"trace_id": "ef8032e5-bc14-7c99-809b-85000ae84cc1"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.69"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.736,
"latency_ms": 2930,
"timestamp": "2026-01-06T23:11:20.121367Z",
"value_at_risk_usd": 19894649.03
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 32,
"confidence_threshold": 0.716,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 6.4
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.683",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.805,
"signal_conflicts": [
"fidelity_mismatch",
"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": 0.816,
"id": "ATLAS-106223",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-05T07:43:00Z",
"trace_id": "43665a0d-11de-e071-da33-1361f6cc5e6e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.55"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.548,
"latency_ms": 1019,
"timestamp": "2026-01-05T06:38:34.344049Z",
"value_at_risk_usd": 17163373.47
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 75,
"confidence_threshold": 0.57,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 9.92
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.78",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.683,
"signal_conflicts": [
"fidelity_mismatch",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.832,
"id": "ATLAS-107472",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T04:32:00Z",
"trace_id": "ec8ed1b1-bbf9-0211-3324-9762cc0b5a75"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.19"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.958,
"latency_ms": 3824,
"timestamp": "2026-01-06T01:25:01.192015Z",
"value_at_risk_usd": 4802079.43
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 15,
"confidence_threshold": 0.57,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 43.18
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.655",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.771,
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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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} |
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": "2026-01-01T03:33:00Z",
"trace_id": "db642c52-e7e7-eec3-ecd5-afa3f01a5097"
} | {
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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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} |
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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"trace_id": "7f22d4d5-d133-70e0-62fa-6a49f8bf7295"
} | {
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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": "2026-01-06T08:37:00Z",
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} | {
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],
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} | [
{
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"timestamp": "2026-01-06T04:59:13.668222Z",
"value_at_risk_usd": 24637374.94
},
{
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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": "405951c9-7320-76f3-4037-a4b215d3d70c"
} | {
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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": "6be5bf31-daf4-2205-aa4b-5d204f0d12f2"
} | {
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],
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} | [
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"value_at_risk_usd": 611323.01
},
{
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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": "2026-01-05T17:36:51.170442Z",
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},
{
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} | {
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} | {
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],
"scenario_class": "distributed_system_coordination",
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} |
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