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": 0.561,
"id": "ATLAS-108038",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-06T13:58:00Z",
"trace_id": "6ede3c4e-f9ef-4dc3-9a0b-e6e454efa58b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.58"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.982,
"latency_ms": 71,
"timestamp": "2026-01-06T10:49:04.498646Z",
"value_at_risk_usd": 20130019.46
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 66,
"confidence_threshold": 0.756,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 87.89
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.827",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.627,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.505,
"id": "ATLAS-108480",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T21:20:00Z",
"trace_id": "7eb5d2ce-ffc0-cec9-72de-28885f752caf"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.39"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.832,
"latency_ms": 2918,
"timestamp": "2026-01-06T19:30:08.337954Z",
"value_at_risk_usd": 7190858.14
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 43,
"confidence_threshold": 0.766,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 88.15
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.652",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.71,
"signal_conflicts": [
"fidelity_mismatch",
"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": 0.44,
"id": "ATLAS-103293",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T06:53:00Z",
"trace_id": "7e0ecb2f-6dc0-b20d-5cc1-5f6817158920"
} | {
"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-0.78"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.771,
"latency_ms": 3735,
"timestamp": "2026-01-03T04:06:21.765899Z",
"value_at_risk_usd": 2599317.24
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 70,
"confidence_threshold": 0.745,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 78.41
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.691",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.882,
"signal_conflicts": [
"temporal_inversion",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.899,
"id": "ATLAS-108171",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T16:11:00Z",
"trace_id": "a2e13400-2743-2b94-d83a-e866f1bf9f84"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.15"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.957,
"latency_ms": 711,
"timestamp": "2026-01-06T15:41:24.326276Z",
"value_at_risk_usd": 1658202.02
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 20,
"confidence_threshold": 0.636,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 65.98
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.773",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.727,
"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": 0.552,
"id": "ATLAS-105952",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T03:12:00Z",
"trace_id": "8e09affc-679f-831e-e317-56a69fe03ffa"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.58"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.6,
"latency_ms": 3380,
"timestamp": "2026-01-05T02:33:25.750680Z",
"value_at_risk_usd": 22352213.38
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 153,
"confidence_threshold": 0.731,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -26.14
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.658,
"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": 0.898,
"id": "ATLAS-102492",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T17:32:00Z",
"trace_id": "523f36da-0c5a-a747-3017-56a77ebe634a"
} | {
"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-HYBRID-0.44"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.701,
"latency_ms": 2128,
"timestamp": "2026-01-02T16:22:18.005976Z",
"value_at_risk_usd": 9162175.19
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 10,
"confidence_threshold": 0.601,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 22.93
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.782",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.85,
"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": 0.66,
"id": "ATLAS-106632",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T14:32:00Z",
"trace_id": "a1011cfb-46d3-e89a-66ea-563d7070b441"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.87"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.818,
"latency_ms": 331,
"timestamp": "2026-01-05T14:24:59.605812Z",
"value_at_risk_usd": 18769467.35
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 61,
"confidence_threshold": 0.674,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 74.91
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.707",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.512,
"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": 0.509,
"id": "ATLAS-100060",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-01T01:00:00Z",
"trace_id": "0df83e12-a56b-61e0-4ba8-a4ca6449cb6f"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.5"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.801,
"latency_ms": 1822,
"timestamp": "2026-01-01T00:39:08.049415Z",
"value_at_risk_usd": 216826.18
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 92,
"confidence_threshold": 0.775,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 44.24
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.737",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.96,
"signal_conflicts": [
"fidelity_mismatch",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.818,
"id": "ATLAS-106560",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T13:20:00Z",
"trace_id": "3ffb4498-9d14-b7f8-e3e5-de27ee6f89a5"
} | {
"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-EXPLORE-0.73"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.801,
"latency_ms": 979,
"timestamp": "2026-01-05T10:52:06.493745Z",
"value_at_risk_usd": 18456673.66
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 28,
"confidence_threshold": 0.752,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 40.58
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.74,
"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": 0.66,
"id": "ATLAS-105019",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-04T11:39:00Z",
"trace_id": "b9aab82e-d538-0861-2c8e-f610ab60491a"
} | {
"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-0.3"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.546,
"latency_ms": 798,
"timestamp": "2026-01-04T11:21:44.769796Z",
"value_at_risk_usd": 3974960.4
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 91,
"confidence_threshold": 0.88,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 51.05
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.681",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.76,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.627,
"id": "ATLAS-102983",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-03T01:43:00Z",
"trace_id": "7d138a96-645f-bfb9-b892-0851e9e2bba7"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.15"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.564,
"latency_ms": 1636,
"timestamp": "2026-01-03T01:23:38.088841Z",
"value_at_risk_usd": 16409334.11
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 7,
"confidence_threshold": 0.771,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 50.92
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.721",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.685,
"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": 0.828,
"id": "ATLAS-106980",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T20:20:00Z",
"trace_id": "22e0204c-de1a-f3ca-fc0b-9cb6772c48b1"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.76"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.75,
"latency_ms": 3831,
"timestamp": "2026-01-05T16:41:32.048791Z",
"value_at_risk_usd": 13367099.86
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 47,
"confidence_threshold": 0.574,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 39.58
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.722",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.783,
"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": 0.779,
"id": "ATLAS-109552",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-07T15:12:00Z",
"trace_id": "ddd6a5b7-4111-5e0b-e583-68eeb2063c5c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.56"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.62,
"latency_ms": 460,
"timestamp": "2026-01-07T13:55:57.436695Z",
"value_at_risk_usd": 13789614.33
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 57,
"confidence_threshold": 0.687,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -3.61
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.714",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.548,
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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": "2026-01-05T15:36:00Z",
"trace_id": "88ef7f72-ce0a-4b42-501c-eace76da8240"
} | {
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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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"timestamp": "2026-01-07T17:32:00Z",
"trace_id": "716c450c-3b4e-be72-57e3-953629f4b4f6"
} | {
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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": "2026-01-01T04:22:00Z",
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} | {
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} | [
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"timestamp": "2026-01-01T02:25:58.993261Z",
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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": "2026-01-04T23:48:00Z",
"trace_id": "b3e14bdf-38d1-528e-5144-c5261a925f42"
} | {
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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": "2026-01-07T12:51:00Z",
"trace_id": "a5ffd972-9091-2891-add9-382f0c77fccc"
} | {
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} | [
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"timestamp": "2026-01-07T10:08:25.225323Z",
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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": "2026-01-04T02:35:31.299438Z",
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},
{
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} | {
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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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