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": 0.757,
"id": "ATLAS-109235",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T09:55:00Z",
"trace_id": "f25f84be-700c-c9be-70ed-b0a782740a36"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.61"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.879,
"latency_ms": 970,
"timestamp": "2026-01-07T08:08:15.213658Z",
"value_at_risk_usd": 16346641.44
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 32,
"confidence_threshold": 0.847,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 34.95
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.726",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.569,
"signal_conflicts": [
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.945,
"id": "ATLAS-108263",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-06T17:43:00Z",
"trace_id": "455d93fc-ec39-81bf-384c-c893845b0bc4"
} | {
"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-HYBRID-0.85"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.752,
"latency_ms": 757,
"timestamp": "2026-01-06T17:38:56.616404Z",
"value_at_risk_usd": 7057467.43
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 83,
"confidence_threshold": 0.919,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 24.4
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.887",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.716,
"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": 0.726,
"id": "ATLAS-107883",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T11:23:00Z",
"trace_id": "f0fd1cc6-43b3-68e0-3ca0-3c024506ae3c"
} | {
"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-HYBRID-0.13"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.551,
"latency_ms": 3167,
"timestamp": "2026-01-06T10:05:05.835856Z",
"value_at_risk_usd": 23026623.58
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 106,
"confidence_threshold": 0.608,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 49.01
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.657",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.939,
"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": 0.462,
"id": "ATLAS-101377",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T22:57:00Z",
"trace_id": "cc346464-efea-8c43-4535-e6f05ac6708e"
} | {
"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-EXPLOIT-0.76"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.885,
"latency_ms": 1666,
"timestamp": "2026-01-01T19:45:09.925995Z",
"value_at_risk_usd": 19947417.63
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 128,
"confidence_threshold": 0.604,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 26.51
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.71",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.51,
"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": 0.864,
"id": "ATLAS-107485",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-06T04:45:00Z",
"trace_id": "40fb108b-f39e-bf2c-9c30-8575421216ca"
} | {
"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-EXPLOIT-0.42"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.584,
"latency_ms": 3736,
"timestamp": "2026-01-06T02:01:20.776257Z",
"value_at_risk_usd": 8259014.08
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.613,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 36.26
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.608",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.681,
"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": 0.912,
"id": "ATLAS-100354",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T05:54:00Z",
"trace_id": "9c174363-bc44-cb36-d89c-568d5674e177"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.54"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.757,
"latency_ms": 3988,
"timestamp": "2026-01-01T05:37:00.086920Z",
"value_at_risk_usd": 3472908.49
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 85,
"confidence_threshold": 0.598,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 13.35
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.708",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.739,
"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": 0.9,
"id": "ATLAS-102008",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T09:28:00Z",
"trace_id": "40fd759d-24f6-e2e4-8cc1-4b058021f526"
} | {
"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-CONSERVATIVE-0.26"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.637,
"latency_ms": 471,
"timestamp": "2026-01-02T06:24:58.167047Z",
"value_at_risk_usd": 5490666.48
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 100,
"confidence_threshold": 0.85,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 57.82
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.686",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.568,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.923,
"id": "ATLAS-105104",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-04T13:04:00Z",
"trace_id": "1a4e996c-8de6-c77c-d6bb-b1825f6b6ede"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.33"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.819,
"latency_ms": 2718,
"timestamp": "2026-01-04T12:34:12.251310Z",
"value_at_risk_usd": 14036826.76
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 126,
"confidence_threshold": 0.567,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -11.18
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.73",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.594,
"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": 0.72,
"id": "ATLAS-107318",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T01:58:00Z",
"trace_id": "af645e70-5b06-b6f5-8610-6f519f18da38"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.66"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.74,
"latency_ms": 1084,
"timestamp": "2026-01-05T23:22:04.305254Z",
"value_at_risk_usd": 22158820.49
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.87,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -7.7
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.758",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.865,
"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": 0.968,
"id": "ATLAS-106374",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T10:14:00Z",
"trace_id": "4aa1e3db-0e6c-9178-386f-dff80bc408c7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.922,
"latency_ms": 3879,
"timestamp": "2026-01-05T08:52:27.135686Z",
"value_at_risk_usd": 23645362.08
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 99,
"confidence_threshold": 0.581,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 28.12
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.697",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.822,
"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": 0.458,
"id": "ATLAS-106844",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-05T18:04:00Z",
"trace_id": "dec3e417-cc81-e218-e2bd-39128d5d1b1c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.63"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.716,
"latency_ms": 1709,
"timestamp": "2026-01-05T16:41:00.701213Z",
"value_at_risk_usd": 18311798.73
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 79,
"confidence_threshold": 0.67,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 14.43
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.653",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.832,
"signal_conflicts": [
"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": 0.612,
"id": "ATLAS-107428",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T03:48:00Z",
"trace_id": "39b2de6a-b861-6a21-fadc-fda8e687e89c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.21"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.697,
"latency_ms": 62,
"timestamp": "2026-01-06T00:22:10.487490Z",
"value_at_risk_usd": 21872875.27
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 26,
"confidence_threshold": 0.726,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -26.42
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.74",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.836,
"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": 0.631,
"id": "ATLAS-108444",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-06T20:44:00Z",
"trace_id": "bb335dc9-fabc-6b28-2857-c46c14ede9d0"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.86"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.543,
"latency_ms": 980,
"timestamp": "2026-01-06T19:09:02.203866Z",
"value_at_risk_usd": 12839783.92
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 99,
"confidence_threshold": 0.666,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 42.72
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.756",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.779,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
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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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"trace_id": "93757859-b2fd-ae97-31ad-a53f89b0efef"
} | {
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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": "2026-01-05T10:29:00Z",
"trace_id": "970fb399-fd54-891d-2790-fefa6faf4f35"
} | {
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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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} |
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": "2026-01-04T00:02:00Z",
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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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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-04T05:35:00Z",
"trace_id": "7550003c-e9f3-888e-bada-44611462da39"
} | {
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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": "30bf4dfc-8e18-bd6f-29fa-7dc7a85bf8e4"
} | {
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"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.11"
} | [
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"timestamp": "2026-01-03T10:57:09.185730Z",
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},
{
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} | {
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} | {
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"reinforcement_learning",
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],
"scenario_class": "ai_driven_economic_decisions",
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} |
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