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": 0.839,
"id": "ATLAS-108404",
"outcome": "rolled_back",
"strategic_value": "low",
"timestamp": "2026-01-06T20:04:00Z",
"trace_id": "1dea20dd-cab1-54c4-94d2-937ce51e1f92"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.2"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.741,
"latency_ms": 1772,
"timestamp": "2026-01-06T18:14:38.905424Z",
"value_at_risk_usd": 5239701.8
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 124,
"confidence_threshold": 0.707,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 72.55
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.804",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.611,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.677,
"id": "ATLAS-108325",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T18:45:00Z",
"trace_id": "68964fda-610b-2153-b61b-31ac59628893"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.18"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.604,
"latency_ms": 3829,
"timestamp": "2026-01-06T16:12:34.515039Z",
"value_at_risk_usd": 20365163.98
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 51,
"confidence_threshold": 0.602,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 76.77
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.643",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.718,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.927,
"id": "ATLAS-102985",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T01:45:00Z",
"trace_id": "a16f8ffb-5795-27b2-d8cb-3b46fb9bdd30"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.457,
"latency_ms": 1708,
"timestamp": "2026-01-03T00:06:16.518321Z",
"value_at_risk_usd": 22411101.55
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 9,
"confidence_threshold": 0.741,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -8
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.7",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.594,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.571,
"id": "ATLAS-101058",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-01T17:38:00Z",
"trace_id": "6c17db7d-1e15-14ec-0a88-5233355d3715"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.42"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.722,
"latency_ms": 2863,
"timestamp": "2026-01-01T15:59:34.974919Z",
"value_at_risk_usd": 6019743.06
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.757,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 70.57
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.737",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.672,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.802,
"id": "ATLAS-108214",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T16:54:00Z",
"trace_id": "2d1e0a25-550a-dd64-077b-4f4d7de7762a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.26"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.55,
"latency_ms": 1030,
"timestamp": "2026-01-06T16:35:30.424120Z",
"value_at_risk_usd": 702252.77
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 71,
"confidence_threshold": 0.889,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -19
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.718,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.96,
"id": "ATLAS-107638",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T07:18:00Z",
"trace_id": "8e14e10f-7176-6f12-624f-1dea885f3c0c"
} | {
"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-0.45"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.483,
"latency_ms": 3043,
"timestamp": "2026-01-06T05:06:20.930106Z",
"value_at_risk_usd": 23250355.63
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 57,
"confidence_threshold": 0.812,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 4.69
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.679",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.63,
"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": 0.736,
"id": "ATLAS-109924",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-07T21:24:00Z",
"trace_id": "e21219d5-6feb-0c1e-2d40-4e98df8dd7bb"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.4"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.471,
"latency_ms": 3457,
"timestamp": "2026-01-07T20:57:13.159828Z",
"value_at_risk_usd": 11988361.73
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 22,
"confidence_threshold": 0.733,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 52.64
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.696",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.629,
"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": 0.908,
"id": "ATLAS-101033",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T17:13:00Z",
"trace_id": "1750bedc-560e-070b-56ee-2e755f852f91"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.35"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.781,
"latency_ms": 50,
"timestamp": "2026-01-01T13:50:32.122069Z",
"value_at_risk_usd": 8571762.58
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 56,
"confidence_threshold": 0.86,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 47.84
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.804",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.795,
"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": 0.556,
"id": "ATLAS-103010",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T02:10:00Z",
"trace_id": "4c4b93b4-479d-d363-a92d-5e654baefbb8"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.44"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.66,
"latency_ms": 895,
"timestamp": "2026-01-03T01:59:01.054244Z",
"value_at_risk_usd": 17551293.36
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 81,
"confidence_threshold": 0.82,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 28.95
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.815",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.527,
"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": 0.89,
"id": "ATLAS-107222",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-06T00:22:00Z",
"trace_id": "2ab8e0f7-598a-ee14-f5ce-cad87ad73968"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.32"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.584,
"latency_ms": 1014,
"timestamp": "2026-01-05T20:56:24.050739Z",
"value_at_risk_usd": 2356135.21
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 35,
"confidence_threshold": 0.649,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 36.67
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.683",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.882,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.76,
"id": "ATLAS-104535",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T03:35:00Z",
"trace_id": "bf110c8f-8854-afab-9dbd-d036c142cc7e"
} | {
"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-EXPLORE-0.69"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.705,
"latency_ms": 3329,
"timestamp": "2026-01-04T02:28:03.767613Z",
"value_at_risk_usd": 6361593.1
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 27,
"confidence_threshold": 0.63,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 24.16
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.759",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.771,
"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-108425",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T20:25:00Z",
"trace_id": "96ea925f-5b1d-093b-527f-f9c9ab261969"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.34"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.575,
"latency_ms": 3997,
"timestamp": "2026-01-06T19:36:13.933292Z",
"value_at_risk_usd": 5639035.6
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 70,
"confidence_threshold": 0.591,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 36.56
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.581,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.439,
"id": "ATLAS-105617",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-04T21:37:00Z",
"trace_id": "606cff86-e40d-58b0-f590-f4f98657ef24"
} | {
"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-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.858,
"latency_ms": 2476,
"timestamp": "2026-01-04T21:26:03.559246Z",
"value_at_risk_usd": 1812738.35
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 117,
"confidence_threshold": 0.623,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 52.11
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.688",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.897,
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} | {
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"timestamp": "2026-01-02T14:38:43.286765Z",
"value_at_risk_usd": 11453895.84
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"decision_depth": 9,
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} | {
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.91,
"id": "ATLAS-102283",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-02T14:03:00Z",
"trace_id": "03492570-6e50-0cda-574c-c14fefb87fca"
} | {
"agent_type": "AI_Scientist",
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"governance_board"
],
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"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.51"
} | [
{
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"timestamp": "2026-01-02T11:08:41.769720Z",
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},
{
"data_source": "wetlab_protocol",
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} | {
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} | {
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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": 0.582,
"id": "ATLAS-105616",
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"strategic_value": "medium",
"timestamp": "2026-01-04T21:36:00Z",
"trace_id": "9df9b267-3c32-589f-4245-f274f144d1aa"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.69"
} | [
{
"data_source": "earth_observation_feed",
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"fidelity_score": 0.931,
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"timestamp": "2026-01-04T18:14:59.251668Z",
"value_at_risk_usd": 11527758.41
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"counterfactual_considered": false,
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"primary_objective": "exploit_cross_domain_signal_lead_time",
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} | {
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.692,
"id": "ATLAS-109677",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-07T17:17:00Z",
"trace_id": "3175835c-ca62-fac9-f8f5-77bc1440b0fa"
} | {
"agent_type": "Orchestrator",
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],
"human_approval_required": true,
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} | [
{
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"timestamp": "2026-01-07T14:53:13.219618Z",
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},
{
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} | {
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} | {
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"reinforcement_learning",
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],
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"synthetic": true
} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-05T17:29:00Z",
"trace_id": "e43cf6f8-20f4-5d63-d93e-045dc62258e9"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.67"
} | [
{
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},
{
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} | {
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} | {
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"reinforcement_learning",
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],
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"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.757,
"id": "ATLAS-107185",
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"strategic_value": "high",
"timestamp": "2026-01-05T23:45:00Z",
"trace_id": "f2831fd4-5b84-cdcc-6756-d8cd123f5884"
} | {
"agent_type": "Orchestrator",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.46"
} | [
{
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"fidelity_score": 0.453,
"latency_ms": 3110,
"timestamp": "2026-01-05T22:30:39.968729Z",
"value_at_risk_usd": 5292565.97
},
{
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"domain"... | {
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"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.799,
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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": 0.551,
"id": "ATLAS-102761",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-02T22:01:00Z",
"trace_id": "709465be-f43b-1446-7988-30396a73158e"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.3"
} | [
{
"data_source": "literature_corpus",
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"fidelity_score": 0.813,
"latency_ms": 3369,
"timestamp": "2026-01-02T20:19:15.131834Z",
"value_at_risk_usd": 839761.14
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_experimental_information_gain",
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} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.666,
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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": 0.474,
"id": "ATLAS-104138",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T20:58:00Z",
"trace_id": "f2233755-0c3f-8a11-c927-c4620c58c918"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.44"
} | [
{
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"fidelity_score": 0.828,
"latency_ms": 1192,
"timestamp": "2026-01-03T18:35:42.842793Z",
"value_at_risk_usd": 9273905.98
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 40.33
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.75",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.946,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.686,
"id": "ATLAS-105007",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-04T11:27:00Z",
"trace_id": "eb8b2773-e211-6f78-936a-8370a80cf5cc"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.89"
} | [
{
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"timestamp": "2026-01-04T10:32:34.126109Z",
"value_at_risk_usd": 7582714.09
},
{
"data_source": "demand_forecaster",
"domain": "... | {
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"counterfactual_considered": false,
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"primary_objective": "hedge_tail_exposure",
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} | {
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} | {
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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.668,
"id": "ATLAS-102371",
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"strategic_value": "medium",
"timestamp": "2026-01-02T15:31:00Z",
"trace_id": "c4e792cc-f83a-c18f-da08-32bde8add825"
} | {
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.21"
} | [
{
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"timestamp": "2026-01-02T15:00:19.460050Z",
"value_at_risk_usd": 7135165.64
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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"cross_domain_signal_count": 4,
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
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