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": 0.702,
"id": "ATLAS-102943",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T01:03:00Z",
"trace_id": "8ec2221c-d656-db1b-023b-5b8f32484ceb"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.12"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.528,
"latency_ms": 2391,
"timestamp": "2026-01-02T22:03:57.663157Z",
"value_at_risk_usd": 6100258.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 23,
"confidence_threshold": 0.627,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 62.03
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.663",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.77,
"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": 0.424,
"id": "ATLAS-106090",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-05T05:30:00Z",
"trace_id": "d51abc86-771e-caf5-593a-3f150e4d8fe7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.71"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.813,
"latency_ms": 3225,
"timestamp": "2026-01-05T02:00:25.117252Z",
"value_at_risk_usd": 16551357.7
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 47,
"confidence_threshold": 0.806,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 68.03
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.75",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.687,
"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": 0.862,
"id": "ATLAS-101735",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-02T04:55:00Z",
"trace_id": "d08ca709-6eb1-2d15-5824-8881771180bd"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.25"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.639,
"latency_ms": 74,
"timestamp": "2026-01-02T04:45:55.760636Z",
"value_at_risk_usd": 16738145.43
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 41,
"confidence_threshold": 0.622,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 15.39
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.678",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.804,
"signal_conflicts": [
"temporal_inversion",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.939,
"id": "ATLAS-103415",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-03T08:55:00Z",
"trace_id": "e90b38f0-7fce-bc04-3c8e-07433870fc38"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.33"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.489,
"latency_ms": 1949,
"timestamp": "2026-01-03T05:10:37.919130Z",
"value_at_risk_usd": 1798444.67
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 51,
"confidence_threshold": 0.808,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 14.05
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.758",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.603,
"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": 0.744,
"id": "ATLAS-108951",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-07T05:11:00Z",
"trace_id": "eedaa279-5b8e-53f7-8053-345c7d561a3e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.86"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.95,
"latency_ms": 2472,
"timestamp": "2026-01-07T03:24:23.929337Z",
"value_at_risk_usd": 18326737.06
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 16,
"confidence_threshold": 0.557,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 18.33
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.707",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.835,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.9,
"id": "ATLAS-108216",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-06T16:56:00Z",
"trace_id": "88f39ca3-7ee2-d6ac-6798-6f20e14ea421"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.77"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.774,
"latency_ms": 3612,
"timestamp": "2026-01-06T16:37:00.750233Z",
"value_at_risk_usd": 635961.73
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 119,
"confidence_threshold": 0.691,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 89.25
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.807,
"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": 0.754,
"id": "ATLAS-106325",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T09:25:00Z",
"trace_id": "8ba28d0a-4e8b-76ea-da11-c5c552ea2963"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.4"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.467,
"latency_ms": 746,
"timestamp": "2026-01-05T05:45:43.350950Z",
"value_at_risk_usd": 19916126.41
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 85,
"confidence_threshold": 0.866,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 32.53
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.68",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.843,
"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": 0.69,
"id": "ATLAS-102296",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T14:16:00Z",
"trace_id": "1ab076b4-bc11-0b9a-b619-63b3f32b6e69"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.69"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.562,
"latency_ms": 1407,
"timestamp": "2026-01-02T11:13:28.194764Z",
"value_at_risk_usd": 15177530.42
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 93,
"confidence_threshold": 0.773,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 1.02
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.628",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.822,
"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": 0.943,
"id": "ATLAS-100099",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T01:39:00Z",
"trace_id": "06bfd9c4-0dc7-8104-8c66-27667922b440"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.52"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.632,
"latency_ms": 2605,
"timestamp": "2025-12-31T21:52:16.507152Z",
"value_at_risk_usd": 20193890.01
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 20,
"confidence_threshold": 0.585,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 47.26
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.693",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.938,
"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": 0.634,
"id": "ATLAS-105435",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T18:35:00Z",
"trace_id": "67e82580-7d5e-aebc-bb94-3b0bad6ff95e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.11"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.915,
"latency_ms": 1228,
"timestamp": "2026-01-04T15:59:43.369841Z",
"value_at_risk_usd": 12615545.1
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 63,
"confidence_threshold": 0.58,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 88.55
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.84",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.628,
"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": 0.844,
"id": "ATLAS-105564",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T20:44:00Z",
"trace_id": "81e70dcb-3842-ee1e-beda-9f2f285dd90a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.25"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.935,
"latency_ms": 1691,
"timestamp": "2026-01-04T17:24:51.918580Z",
"value_at_risk_usd": 21573711.89
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 82,
"confidence_threshold": 0.812,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 58.48
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.781",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.788,
"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": 0.817,
"id": "ATLAS-105408",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T18:08:00Z",
"trace_id": "bd55530c-16b3-0109-6b81-7ccdb727e059"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.46"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.734,
"latency_ms": 1001,
"timestamp": "2026-01-04T17:14:40.687462Z",
"value_at_risk_usd": 11508408.84
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 93,
"confidence_threshold": 0.817,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -23.41
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.668",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.598,
"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": 0.83,
"id": "ATLAS-104851",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T08:51:00Z",
"trace_id": "e0e22e43-cb7e-bbb8-a9ee-6ce85931f390"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.52"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.986,
"latency_ms": 3585,
"timestamp": "2026-01-04T07:57:46.062407Z",
"value_at_risk_usd": 1541054.32
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 94,
"confidence_threshold": 0.816,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -20.41
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.823,
"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 | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.621,
"id": "ATLAS-103176",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T04:56:00Z",
"trace_id": "3b9b6fc9-ac25-451c-ee66-8f32490c562d"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.6"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.757,
"latency_ms": 3034,
"timestamp": "2026-01-03T02:47:12.461991Z",
"value_at_risk_usd": 10673417.29
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.499,
"id": "ATLAS-108417",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T20:17:00Z",
"trace_id": "b8655860-37f4-debe-d718-f951ff74a790"
} | {
"agent_type": "Orchestrator",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.76"
} | [
{
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"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.718,
"latency_ms": 2822,
"timestamp": "2026-01-06T19:15:12.333328Z",
"value_at_risk_usd": 14664125.42
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 47.56
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.709,
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]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.711,
"id": "ATLAS-107186",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T23:46:00Z",
"trace_id": "1941ef52-9a73-a408-ac87-1c31406221d7"
} | {
"agent_type": "Orchestrator",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.17"
} | [
{
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"fidelity_score": 0.785,
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"timestamp": "2026-01-05T20:46:06.588577Z",
"value_at_risk_usd": 9007583.55
},
{
"data_source": "simulation_twin",
"domain"... | {
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"counterfactual_considered": true,
"decision_depth": 5,
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"winning_branch_reward": 68.92
} | {
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"signal_conflicts": [
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]
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.539,
"id": "ATLAS-102052",
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"strategic_value": "transformative",
"timestamp": "2026-01-02T10:12:00Z",
"trace_id": "8d70ca9c-71cd-890b-8b74-403cef6fa0ee"
} | {
"agent_type": "AI_Scientist",
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"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.26"
} | [
{
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"fidelity_score": 0.548,
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"timestamp": "2026-01-02T06:16:14.209513Z",
"value_at_risk_usd": 9064197.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"counterfactual_considered": true,
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"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 71.11
} | {
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"cross_domain_signal_count": 4,
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"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.959,
"id": "ATLAS-101226",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-01T20:26:00Z",
"trace_id": "5d86f0bf-1c95-2e7b-8e2d-50fbc9ad5ded"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.48"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.818,
"latency_ms": 1559,
"timestamp": "2026-01-01T17:11:27.202787Z",
"value_at_risk_usd": 21683263.79
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.894,
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} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.89,
"id": "ATLAS-104634",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T05:14:00Z",
"trace_id": "02f91016-7ad2-ce26-8f3f-ca6ceb41393f"
} | {
"agent_type": "Trading_Agent",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.56"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.462,
"latency_ms": 507,
"timestamp": "2026-01-04T04:23:22.871564Z",
"value_at_risk_usd": 13491117.12
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.818,
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} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.402,
"id": "ATLAS-109189",
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"strategic_value": "high",
"timestamp": "2026-01-07T09:09:00Z",
"trace_id": "23962ff1-2a6b-c21b-28a1-e224880fcd2e"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.23"
} | [
{
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"fidelity_score": 0.742,
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"timestamp": "2026-01-07T08:28:50.047461Z",
"value_at_risk_usd": 12551378.34
},
{
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"domain... | {
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"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
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} | {
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"signal_conflicts": [
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]
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.821,
"id": "ATLAS-108822",
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"strategic_value": "medium",
"timestamp": "2026-01-07T03:02:00Z",
"trace_id": "2f322e33-2fc1-37bd-dcec-f1a06d0a1474"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.78"
} | [
{
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"timestamp": "2026-01-07T01:58:33.347119Z",
"value_at_risk_usd": 9742140.56
},
{
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"domain":... | {
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"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
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} | {
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"predictive_fidelity": 0.627,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.798,
"id": "ATLAS-109434",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T13:14:00Z",
"trace_id": "42824fb6-ff66-2c7c-adc3-e0a93817e76c"
} | {
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"escalation_chain": [
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.41"
} | [
{
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"timestamp": "2026-01-07T11:24:45.755543Z",
"value_at_risk_usd": 427468.99
},
{
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"domain":... | {
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"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.911,
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} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
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