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": 0.629,
"id": "ATLAS-105989",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T03:49:00Z",
"trace_id": "7229e13c-ac5f-aee4-1638-a8b342ff90f4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.68"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.465,
"latency_ms": 218,
"timestamp": "2026-01-05T01:52:32.777228Z",
"value_at_risk_usd": 6423838.15
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 143,
"confidence_threshold": 0.92,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 41.79
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.952,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"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": 0.56,
"id": "ATLAS-106771",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T16:51:00Z",
"trace_id": "a07c5d17-e444-ee55-554f-ce290d3a381d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.75"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.804,
"latency_ms": 651,
"timestamp": "2026-01-05T15:56:58.509053Z",
"value_at_risk_usd": 878904.08
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 55,
"confidence_threshold": 0.782,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 8.07
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.751",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.616,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"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": 0.93,
"id": "ATLAS-101114",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T18:34:00Z",
"trace_id": "afcfa5ad-e63d-a8a2-6f06-4b326dc1979e"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.23"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.564,
"latency_ms": 2396,
"timestamp": "2026-01-01T14:59:47.312739Z",
"value_at_risk_usd": 9839393.18
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 92,
"confidence_threshold": 0.85,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 56.26
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.761",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.53,
"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": 0.844,
"id": "ATLAS-105720",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T23:20:00Z",
"trace_id": "18aedc79-00cf-bcf6-d60b-b13b91670ba8"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.19"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.726,
"latency_ms": 2870,
"timestamp": "2026-01-04T22:12:27.572233Z",
"value_at_risk_usd": 2964496.35
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 51,
"confidence_threshold": 0.766,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -2.02
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.654",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.961,
"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": 0.967,
"id": "ATLAS-102866",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-02T23:46:00Z",
"trace_id": "0bb7af8e-32a9-f14b-5d41-bf76c19707e8"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.4"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.499,
"latency_ms": 384,
"timestamp": "2026-01-02T21:59:22.790985Z",
"value_at_risk_usd": 1809547.23
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 72,
"confidence_threshold": 0.723,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 79.18
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.754",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.854,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"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": 0.691,
"id": "ATLAS-108140",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T15:40:00Z",
"trace_id": "22c2061d-e110-d667-7536-1c28a34a4d47"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.82"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.617,
"latency_ms": 3002,
"timestamp": "2026-01-06T12:19:59.158767Z",
"value_at_risk_usd": 1729578.84
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 25,
"confidence_threshold": 0.738,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -8.36
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.639",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.514,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.901,
"id": "ATLAS-103900",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-03T17:00:00Z",
"trace_id": "ece899a4-12a5-ae4b-448e-2ff623b5d68d"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.28"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.569,
"latency_ms": 152,
"timestamp": "2026-01-03T14:21:51.104083Z",
"value_at_risk_usd": 20775686.23
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 41,
"confidence_threshold": 0.554,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -3.18
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.657",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.536,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.764,
"id": "ATLAS-102317",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T14:37:00Z",
"trace_id": "d51992ab-f029-dbd2-c67b-4f18335bead9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.3"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.473,
"latency_ms": 1787,
"timestamp": "2026-01-02T14:10:57.281741Z",
"value_at_risk_usd": 9865746.35
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 13,
"confidence_threshold": 0.746,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -23.58
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.675",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.748,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.615,
"id": "ATLAS-109010",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T06:10:00Z",
"trace_id": "dd03401a-0cce-4f23-e9b4-8d4edd3f1ff2"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.62"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.67,
"latency_ms": 3044,
"timestamp": "2026-01-07T04:13:55.961475Z",
"value_at_risk_usd": 17144064
},
{
"data_source": "simulation_twin",
"domain": "... | {
"branches_evaluated": 24,
"confidence_threshold": 0.704,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 1.85
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.658",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.947,
"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": 0.544,
"id": "ATLAS-100433",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-01T07:13:00Z",
"trace_id": "f24e2477-2f51-5686-a88d-b0f320b2a35f"
} | {
"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-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.566,
"latency_ms": 2621,
"timestamp": "2026-01-01T06:38:24.511627Z",
"value_at_risk_usd": 8297971.54
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 33,
"confidence_threshold": 0.551,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -0.4
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.64",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.567,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"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": 0.458,
"id": "ATLAS-108634",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T23:54:00Z",
"trace_id": "52ad1abf-30cc-d69e-d9b3-f7c60aaf048f"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.37"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.944,
"latency_ms": 1498,
"timestamp": "2026-01-06T19:59:50.678876Z",
"value_at_risk_usd": 24379826.83
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 15,
"confidence_threshold": 0.596,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 71.73
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.765",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.709,
"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": 0.73,
"id": "ATLAS-109694",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-07T17:34:00Z",
"trace_id": "f8eba8a8-92f2-0ddc-155c-a80cf313f948"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.31"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.594,
"latency_ms": 1744,
"timestamp": "2026-01-07T16:30:26.627737Z",
"value_at_risk_usd": 4417845.17
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 154,
"confidence_threshold": 0.728,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 38.51
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.858",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.903,
"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": 0.591,
"id": "ATLAS-108869",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T03:49:00Z",
"trace_id": "b862c7c4-d373-9f8d-4194-4e0ce65a20f5"
} | {
"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-EXPLORE-0.37"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.818,
"latency_ms": 3888,
"timestamp": "2026-01-07T03:43:04.337083Z",
"value_at_risk_usd": 322430.97
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 86,
"confidence_threshold": 0.796,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -26.97
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.724",
"cross_domain_signal_count": 3,
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"timestamp": "2026-01-07T00:42:39.955379Z",
"value_at_risk_usd": 2975473.76
},
{
"data_source": "simulation_twin",
"domain"... | {
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"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -15.75
} | {
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"temporal_inversion"
]
} | {
"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": 0.63,
"id": "ATLAS-108342",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T19:02:00Z",
"trace_id": "88db9045-4108-2681-c513-be056f72e3ee"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.51"
} | [
{
"data_source": "health_telemetry_bus",
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.848,
"latency_ms": 3644,
"timestamp": "2026-01-06T15:19:17.553091Z",
"value_at_risk_usd": 22767577.27
},
{
"data_source": "simulation_twin",
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"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
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} | {
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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": 0.859,
"id": "ATLAS-100631",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-01T10:31:00Z",
"trace_id": "eadb7253-7b4a-77e6-c3dd-ff02e500fb68"
} | {
"agent_type": "AI_Scientist",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.41"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
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"latency_ms": 1881,
"timestamp": "2026-01-01T08:25:33.867545Z",
"value_at_risk_usd": 11411768.65
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.763,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 15.66
} | {
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"signal_conflicts": [
"temporal_inversion",
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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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.931,
"id": "ATLAS-102965",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-03T01:25:00Z",
"trace_id": "5b94e3fc-f311-007f-a020-556bb6301ac9"
} | {
"agent_type": "AI_Scientist",
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"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.47"
} | [
{
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"fidelity_score": 0.919,
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"timestamp": "2026-01-03T01:04:11.448548Z",
"value_at_risk_usd": 21279227.83
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 4.4
} | {
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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": 0.922,
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"strategic_value": "transformative",
"timestamp": "2026-01-02T13:38:00Z",
"trace_id": "14e8f93e-9b5f-fed7-5ce1-04a667b41ea4"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.83"
} | [
{
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"timestamp": "2026-01-02T12:09:11.410819Z",
"value_at_risk_usd": 7489459.22
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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"signal_conflicts": [
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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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.596,
"id": "ATLAS-108157",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T15:57:00Z",
"trace_id": "dfa61ca7-d233-21f8-886f-781fb1163dca"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.65"
} | [
{
"data_source": "health_telemetry_bus",
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.57,
"latency_ms": 1291,
"timestamp": "2026-01-06T14:11:42.836718Z",
"value_at_risk_usd": 10002761.02
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 43,
"confidence_threshold": 0.896,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -14.3
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.73",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.542,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
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"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": 0.772,
"id": "ATLAS-106989",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-05T20:29:00Z",
"trace_id": "91597111-7cd0-69ae-4642-2fc5f7920d2e"
} | {
"agent_type": "Orchestrator",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.46"
} | [
{
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"fidelity_score": 0.642,
"latency_ms": 3284,
"timestamp": "2026-01-05T18:16:09.575796Z",
"value_at_risk_usd": 842838.63
},
{
"data_source": "simulation_twin",
"domain":... | {
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"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 14.47
} | {
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"predictive_fidelity": 0.907,
"signal_conflicts": [
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"temporal_inversion"
]
} | {
"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": 0.685,
"id": "ATLAS-106531",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T12:51:00Z",
"trace_id": "a275cbc9-dca2-9cd4-2554-1af5e4f55eb2"
} | {
"agent_type": "Trading_Agent",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.79"
} | [
{
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"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.903,
"latency_ms": 2755,
"timestamp": "2026-01-05T11:13:32.594547Z",
"value_at_risk_usd": 5924971.18
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"confidence_threshold": 0.736,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 25.31
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.703",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.668,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
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"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": 0.765,
"id": "ATLAS-109271",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T10:31:00Z",
"trace_id": "290d10a7-bf4f-e00c-f911-561c4cffe167"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.69"
} | [
{
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"fidelity_score": 0.572,
"latency_ms": 2516,
"timestamp": "2026-01-07T07:53:45.448171Z",
"value_at_risk_usd": 23597904.01
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 3.39
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.908,
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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": 0.582,
"id": "ATLAS-104215",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T22:15:00Z",
"trace_id": "efcc2c83-8e87-1ec1-f6cd-0e2192bc8b48"
} | {
"agent_type": "Trading_Agent",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.7"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.828,
"latency_ms": 3765,
"timestamp": "2026-01-03T21:16:59.714116Z",
"value_at_risk_usd": 10156995.39
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"confidence_threshold": 0.583,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -28.91
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.522,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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