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": 0.437,
"id": "ATLAS-102198",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T12:38:00Z",
"trace_id": "a7b4e0aa-3fa7-4b09-88a8-81d52657366b"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.82"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.622,
"latency_ms": 1478,
"timestamp": "2026-01-02T09:55:27.335990Z",
"value_at_risk_usd": 10937379.48
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 12,
"confidence_threshold": 0.596,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 50.82
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.688",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.776,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.968,
"id": "ATLAS-104338",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T00:18:00Z",
"trace_id": "6ecd30ff-1ecf-7bcf-f5fd-0fd9c799642c"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.47"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.787,
"latency_ms": 1639,
"timestamp": "2026-01-03T23:17:16.854862Z",
"value_at_risk_usd": 9431570.48
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 61,
"confidence_threshold": 0.683,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -9.07
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.686",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.851,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"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": 0.745,
"id": "ATLAS-103409",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T08:49:00Z",
"trace_id": "0bd1f0fa-a189-a219-ae00-3fcec5161451"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.72"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.484,
"latency_ms": 2162,
"timestamp": "2026-01-03T08:25:14.115610Z",
"value_at_risk_usd": 20072790.49
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 33,
"confidence_threshold": 0.725,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 79.39
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.781",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.87,
"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": 0.787,
"id": "ATLAS-101944",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T08:24:00Z",
"trace_id": "f753849b-f0dc-2339-e9c6-22dddb62e7b4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.59"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.599,
"latency_ms": 787,
"timestamp": "2026-01-02T07:44:30.404296Z",
"value_at_risk_usd": 6447424.25
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 72,
"confidence_threshold": 0.573,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 14.77
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.746",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.646,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.678,
"id": "ATLAS-108543",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T22:23:00Z",
"trace_id": "aeedac4c-a6ba-edd8-d667-55945535513e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.77"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.958,
"latency_ms": 209,
"timestamp": "2026-01-06T19:51:08.632398Z",
"value_at_risk_usd": 20275812.23
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 58,
"confidence_threshold": 0.655,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 83.25
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.903,
"signal_conflicts": [
"value_at_risk_divergence",
"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": 0.802,
"id": "ATLAS-104091",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T20:11:00Z",
"trace_id": "83f9bd93-7f6b-c9ce-56b9-5b2aee2d345b"
} | {
"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-HYBRID-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.683,
"latency_ms": 796,
"timestamp": "2026-01-03T18:45:36.580645Z",
"value_at_risk_usd": 22516719.91
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 147,
"confidence_threshold": 0.656,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 51.01
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.696",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.955,
"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": 0.614,
"id": "ATLAS-102817",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-02T22:57:00Z",
"trace_id": "30bcf22a-9403-db43-891f-b67f15a3a047"
} | {
"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-0.3"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.718,
"latency_ms": 174,
"timestamp": "2026-01-02T20:22:21.144947Z",
"value_at_risk_usd": 12708709.57
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 58,
"confidence_threshold": 0.797,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 3.58
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.806",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.884,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.859,
"id": "ATLAS-105042",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-04T12:02:00Z",
"trace_id": "aa58cb15-8ce7-00e8-39c9-d37f0086d9e0"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.58"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.795,
"latency_ms": 3771,
"timestamp": "2026-01-04T08:15:51.572741Z",
"value_at_risk_usd": 6558626.44
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 119,
"confidence_threshold": 0.607,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 94.93
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.673",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.82,
"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": 0.899,
"id": "ATLAS-103156",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-03T04:36:00Z",
"trace_id": "1fc9f056-f090-a072-ed6e-ad7d9ac8cad6"
} | {
"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-CONSERVATIVE-0.65"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.797,
"latency_ms": 185,
"timestamp": "2026-01-03T04:25:30.674736Z",
"value_at_risk_usd": 5392436.38
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 38,
"confidence_threshold": 0.826,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -11.57
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.804",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.819,
"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": 0.429,
"id": "ATLAS-100484",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-01T08:04:00Z",
"trace_id": "86415cd2-9ad6-4879-2f9d-628b41aeb8d4"
} | {
"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-0.25"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.935,
"latency_ms": 2259,
"timestamp": "2026-01-01T04:29:48.864895Z",
"value_at_risk_usd": 21010801.77
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 44,
"confidence_threshold": 0.6,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -13.9
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.813",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.687,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.66,
"id": "ATLAS-103642",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-03T12:42:00Z",
"trace_id": "cb438ed5-bb9f-9349-842c-bbdf88976ce5"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.56"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.551,
"latency_ms": 1902,
"timestamp": "2026-01-03T12:06:12.148396Z",
"value_at_risk_usd": 4687553.62
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 9,
"confidence_threshold": 0.816,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 38.45
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.73",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.548,
"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": 0.926,
"id": "ATLAS-101132",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T18:52:00Z",
"trace_id": "30af3df8-64ab-a80a-afa6-b91db4cdadc0"
} | {
"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-0.38"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.539,
"latency_ms": 3373,
"timestamp": "2026-01-01T18:22:27.313436Z",
"value_at_risk_usd": 3168495.75
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 12,
"confidence_threshold": 0.619,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -4.05
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.657",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.887,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.701,
"id": "ATLAS-105125",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-04T13:25:00Z",
"trace_id": "827a5c8c-83b8-5c1d-227c-0438b4e430d6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.9"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.749,
"latency_ms": 1669,
"timestamp": "2026-01-04T13:05:31.989859Z",
"value_at_risk_usd": 12728591.41
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 61,
"confidence_threshold": 0.597,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -16.22
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.802",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.603,
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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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} | [
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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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} |
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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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "b1cd8e12-0bd6-d18d-458d-b88cff49973f"
} | {
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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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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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