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": 0.762,
"id": "ATLAS-100638",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T10:38:00Z",
"trace_id": "54ff0f8d-5a7d-d36c-53c5-dbe2bb0caefb"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.65"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.819,
"latency_ms": 2156,
"timestamp": "2026-01-01T07:09:10.551833Z",
"value_at_risk_usd": 22199961.09
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 18,
"confidence_threshold": 0.575,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -25.95
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.708",
"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": 0.475,
"id": "ATLAS-104912",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-04T09:52:00Z",
"trace_id": "c385a4c6-81bd-42ce-2a07-c1230dc2c188"
} | {
"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-HYBRID-0.47"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.493,
"latency_ms": 3015,
"timestamp": "2026-01-04T09:12:24.397983Z",
"value_at_risk_usd": 16506918.69
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 70,
"confidence_threshold": 0.713,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 4.5
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.644",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.898,
"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": 0.976,
"id": "ATLAS-101703",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T04:23:00Z",
"trace_id": "2d4507f8-18b4-9ec6-9d77-51cc2d8dd4fc"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.843,
"latency_ms": 3768,
"timestamp": "2026-01-02T03:42:33.456277Z",
"value_at_risk_usd": 21554943.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 42,
"confidence_threshold": 0.863,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 48.49
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.824",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.935,
"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": 0.88,
"id": "ATLAS-104598",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T04:38:00Z",
"trace_id": "813342d2-2394-df88-f6eb-17a7b124fc57"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.47"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.622,
"latency_ms": 647,
"timestamp": "2026-01-04T02:04:23.754006Z",
"value_at_risk_usd": 11425562.04
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 122,
"confidence_threshold": 0.857,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 27.26
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.676",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.531,
"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": 0.406,
"id": "ATLAS-108968",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-07T05:28:00Z",
"trace_id": "57015a7d-ce1f-cd24-c3a2-939490342edc"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.22"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.892,
"latency_ms": 2633,
"timestamp": "2026-01-07T02:41:55.417129Z",
"value_at_risk_usd": 22078722.39
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 30,
"confidence_threshold": 0.662,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 46.8
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.76",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.904,
"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": 0.425,
"id": "ATLAS-100439",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T07:19:00Z",
"trace_id": "53fdb674-87f7-66a9-b0a9-5fc90f1f43a7"
} | {
"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-AGGRESSIVE-0.74"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.876,
"latency_ms": 386,
"timestamp": "2026-01-01T05:27:19.196534Z",
"value_at_risk_usd": 5529173.96
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 21,
"confidence_threshold": 0.818,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -24.66
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.758",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.913,
"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": 0.624,
"id": "ATLAS-108393",
"outcome": "rolled_back",
"strategic_value": "low",
"timestamp": "2026-01-06T19:53:00Z",
"trace_id": "56e3a386-6343-ad6b-0974-65cad8791930"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.16"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.84,
"latency_ms": 339,
"timestamp": "2026-01-06T17:24:38.018093Z",
"value_at_risk_usd": 24132043.11
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 64,
"confidence_threshold": 0.599,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 93.75
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.697",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.903,
"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": 0.56,
"id": "ATLAS-108754",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-07T01:54:00Z",
"trace_id": "b06dc8c6-63c9-cd05-5a0d-f02b2599286d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.35"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.55,
"latency_ms": 251,
"timestamp": "2026-01-06T23:15:58.988137Z",
"value_at_risk_usd": 17591612.17
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 69,
"confidence_threshold": 0.775,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 43.66
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.727",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.885,
"signal_conflicts": [
"temporal_inversion",
"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": 0.489,
"id": "ATLAS-102649",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T20:09:00Z",
"trace_id": "f911eeda-7c62-0219-9a26-0a0518fee6c1"
} | {
"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-0.35"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.921,
"latency_ms": 3233,
"timestamp": "2026-01-02T19:39:03.239955Z",
"value_at_risk_usd": 2614132.13
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 14,
"confidence_threshold": 0.568,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 57.46
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.718",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.524,
"signal_conflicts": [
"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": 0.975,
"id": "ATLAS-106656",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-05T14:56:00Z",
"trace_id": "71258c17-fd27-8dd9-cbc0-a5487f14bf1e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.691,
"latency_ms": 2291,
"timestamp": "2026-01-05T12:59:50.438748Z",
"value_at_risk_usd": 16159249.66
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 41,
"confidence_threshold": 0.613,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -2.92
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.689",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.807,
"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": 0.669,
"id": "ATLAS-109877",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-07T20:37:00Z",
"trace_id": "74b0821e-26b0-a9c1-2368-a8efc3106999"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.21"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.82,
"latency_ms": 2644,
"timestamp": "2026-01-07T17:28:29.073594Z",
"value_at_risk_usd": 16133806.88
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 7,
"confidence_threshold": 0.824,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 63.5
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.742",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.836,
"signal_conflicts": [
"fidelity_mismatch",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.775,
"id": "ATLAS-101603",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-02T02:43:00Z",
"trace_id": "e732d57a-9bc7-cef8-11e6-fe5625a773de"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.75"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.946,
"latency_ms": 3781,
"timestamp": "2026-01-02T02:13:56.264818Z",
"value_at_risk_usd": 4665135.14
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 13,
"confidence_threshold": 0.59,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 71.57
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.724",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.635,
"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": 0.974,
"id": "ATLAS-109750",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-07T18:30:00Z",
"trace_id": "aebcaf23-ea2d-2282-7705-2122625a77fe"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.48"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.783,
"latency_ms": 3148,
"timestamp": "2026-01-07T16:37:33.108171Z",
"value_at_risk_usd": 6755685.32
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 71,
"confidence_threshold": 0.865,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 82.01
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.734",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.531,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
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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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"timestamp": "2026-01-01T05:49:00Z",
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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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} |
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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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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"timestamp": "2026-01-01T22:08:46.422897Z",
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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": "2026-01-05T20:36:00Z",
"trace_id": "08d564c6-1cad-6b8a-d2c8-c7109f8bcffc"
} | {
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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": "2026-01-01T21:31:00Z",
"trace_id": "82174f79-0760-5ae0-c58a-4122557731b5"
} | {
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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": "378cf4af-b017-3d99-2fa3-9b8318dcf869"
} | {
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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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