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": 0.673,
"id": "ATLAS-102700",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-02T21:00:00Z",
"trace_id": "8a2764e4-36a3-ad9a-2d44-97c4502186c1"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.35"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.88,
"latency_ms": 842,
"timestamp": "2026-01-02T20:28:25.320219Z",
"value_at_risk_usd": 18508612.85
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 30,
"confidence_threshold": 0.631,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 22.59
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.762",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.649,
"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": 0.779,
"id": "ATLAS-103483",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-03T10:03:00Z",
"trace_id": "90628869-8fa6-978b-b6c7-520cd94483f5"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.52"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.77,
"latency_ms": 533,
"timestamp": "2026-01-03T09:49:09.348679Z",
"value_at_risk_usd": 18095155.17
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 109,
"confidence_threshold": 0.886,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 31.45
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.768",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.518,
"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": 0.959,
"id": "ATLAS-100441",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T07:21:00Z",
"trace_id": "8f6a5979-ab55-db54-305c-5d6f0997db9a"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.1"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.697,
"latency_ms": 3523,
"timestamp": "2026-01-01T03:23:24.697445Z",
"value_at_risk_usd": 12156545.46
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 3,
"confidence_threshold": 0.911,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 3.01
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.796",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.598,
"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": 0.697,
"id": "ATLAS-103374",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-03T08:14:00Z",
"trace_id": "01244ec7-245b-40d8-e211-4a9261afcfa4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.823,
"latency_ms": 3178,
"timestamp": "2026-01-03T04:15:47.763912Z",
"value_at_risk_usd": 21095977.13
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 36,
"confidence_threshold": 0.672,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -27.52
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.677,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.876,
"id": "ATLAS-109915",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T21:15:00Z",
"trace_id": "da93205b-f482-e953-32ee-60440e1ea4e4"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.53"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.532,
"latency_ms": 1110,
"timestamp": "2026-01-07T20:01:36.026426Z",
"value_at_risk_usd": 17361686.89
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 111,
"confidence_threshold": 0.552,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 51.25
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.604",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.633,
"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": 0.555,
"id": "ATLAS-102674",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T20:34:00Z",
"trace_id": "ab678704-ce40-346a-cb9c-af223f8fde81"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.472,
"latency_ms": 3083,
"timestamp": "2026-01-02T17:02:31.028473Z",
"value_at_risk_usd": 16631300.88
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 31,
"confidence_threshold": 0.572,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -4.52
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.672",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.645,
"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": 0.899,
"id": "ATLAS-107947",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T12:27:00Z",
"trace_id": "758f84db-1f1f-0637-a737-2f77e31da1bf"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.82"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.65,
"latency_ms": 1294,
"timestamp": "2026-01-06T10:26:07.614056Z",
"value_at_risk_usd": 19666269.99
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 57,
"confidence_threshold": 0.767,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -26.37
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.901,
"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": 0.493,
"id": "ATLAS-109184",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-07T09:04:00Z",
"trace_id": "38c3fbe4-8b73-443b-b01e-3d83380f157b"
} | {
"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-0.77"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.636,
"latency_ms": 2260,
"timestamp": "2026-01-07T05:46:37.994529Z",
"value_at_risk_usd": 1652332.76
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 31,
"confidence_threshold": 0.771,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 4.52
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.723",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.688,
"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": 0.905,
"id": "ATLAS-102800",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T22:40:00Z",
"trace_id": "0f66256b-1d0c-ff10-f6cf-8c239f61020d"
} | {
"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-HYBRID-0.73"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.71,
"latency_ms": 2848,
"timestamp": "2026-01-02T22:19:24.337365Z",
"value_at_risk_usd": 9172312.31
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 47,
"confidence_threshold": 0.855,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -25.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.755",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.765,
"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": 0.965,
"id": "ATLAS-104056",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T19:36:00Z",
"trace_id": "d6c9e870-dfb2-8a3f-c0b4-8cb0e8f84a85"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.73"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.705,
"latency_ms": 3215,
"timestamp": "2026-01-03T16:28:23.465768Z",
"value_at_risk_usd": 21182861.61
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 47,
"confidence_threshold": 0.865,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -14.05
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.803",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.67,
"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": 0.415,
"id": "ATLAS-102955",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-03T01:15:00Z",
"trace_id": "b245af82-f4b2-0740-d709-35806ef4a5b8"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.79"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.551,
"latency_ms": 3795,
"timestamp": "2026-01-02T23:14:52.970051Z",
"value_at_risk_usd": 24746282.77
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 17,
"confidence_threshold": 0.595,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -5.92
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.674",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.593,
"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": 0.526,
"id": "ATLAS-100407",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-01T06:47:00Z",
"trace_id": "a0a6e38e-ce5e-137f-8772-381865e31112"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.5"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.799,
"latency_ms": 211,
"timestamp": "2026-01-01T06:42:10.637337Z",
"value_at_risk_usd": 22776113.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 16,
"confidence_threshold": 0.835,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -14.8
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.648",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.663,
"signal_conflicts": [
"fidelity_mismatch",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.937,
"id": "ATLAS-106938",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T19:38:00Z",
"trace_id": "39e8b2e8-3b9e-de29-3733-b03e8fd65daf"
} | {
"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-HYBRID-0.72"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.591,
"latency_ms": 3735,
"timestamp": "2026-01-05T16:44:50.147519Z",
"value_at_risk_usd": 16155920.21
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 81,
"confidence_threshold": 0.823,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 75.99
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.724",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.652,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.747,
"latency_ms": 2405,
"timestamp": "2026-01-06T02:07:05.820219Z",
"value_at_risk_usd": 556992.03
},
{
"data_source": "simulation_twin",
"domain":... | {
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"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 85.94
} | {
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} | {
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"engine": "atlas_apex_sim_v1",
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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": 0.512,
"id": "ATLAS-105344",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T17:04:00Z",
"trace_id": "b4777687-fa07-c20c-5af1-c1b9c8b8596b"
} | {
"agent_type": "Trading_Agent",
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"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.28"
} | [
{
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"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.873,
"latency_ms": 2836,
"timestamp": "2026-01-04T14:27:15.828155Z",
"value_at_risk_usd": 9299102.14
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"counterfactual_considered": false,
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"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 49.23
} | {
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} | {
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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": 0.759,
"id": "ATLAS-106085",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-05T05:25:00Z",
"trace_id": "7d1e226d-212f-6a56-18fc-4db7d4fceec7"
} | {
"agent_type": "Trading_Agent",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.72"
} | [
{
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"domain": "space",
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"fidelity_score": 0.727,
"latency_ms": 2598,
"timestamp": "2026-01-05T04:25:02.562220Z",
"value_at_risk_usd": 24705322.29
},
{
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"domain"... | {
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"primary_objective": "hedge_tail_exposure",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.728,
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} | {
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"engine": "atlas_apex_sim_v1",
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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": 0.889,
"id": "ATLAS-102146",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-02T11:46:00Z",
"trace_id": "d98b36ee-e269-dce4-78d5-d2200a647a17"
} | {
"agent_type": "AI_Scientist",
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.13"
} | [
{
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"fidelity_score": 0.692,
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"timestamp": "2026-01-02T09:57:49.465168Z",
"value_at_risk_usd": 804127.51
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"counterfactual_considered": false,
"decision_depth": 5,
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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": 0.443,
"id": "ATLAS-103020",
"outcome": "escalated_to_human",
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"timestamp": "2026-01-03T02:20:00Z",
"trace_id": "3cef2f97-a5f4-1c87-f784-28e8939ea2cb"
} | {
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"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.42"
} | [
{
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"latency_ms": 667,
"timestamp": "2026-01-03T01:15:09.437466Z",
"value_at_risk_usd": 22911581.6
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 49.93
} | {
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"predictive_fidelity": 0.79,
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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": 0.458,
"id": "ATLAS-108011",
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"strategic_value": "high",
"timestamp": "2026-01-06T13:31:00Z",
"trace_id": "7646daa3-005d-e5ee-08e4-9e2c541e6dd0"
} | {
"agent_type": "Orchestrator",
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.53"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.802,
"latency_ms": 3858,
"timestamp": "2026-01-06T11:53:21.335251Z",
"value_at_risk_usd": 12596447.04
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 68.78
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.67,
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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": 0.86,
"id": "ATLAS-101963",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T08:43:00Z",
"trace_id": "ae49c563-0d3f-0a6f-a354-1e980f373492"
} | {
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"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.2"
} | [
{
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"fidelity_score": 0.824,
"latency_ms": 358,
"timestamp": "2026-01-02T07:53:40.756205Z",
"value_at_risk_usd": 15295860.13
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
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} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.829,
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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": 0.636,
"id": "ATLAS-102340",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-02T15:00:00Z",
"trace_id": "78a32003-9f03-baa3-0e87-d21cd8b3b93e"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.63"
} | [
{
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"fidelity_score": 0.805,
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"timestamp": "2026-01-02T13:20:02.567028Z",
"value_at_risk_usd": 13968673.76
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.917,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 19.1
} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.85,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.874,
"id": "ATLAS-107933",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-06T12:13:00Z",
"trace_id": "63c58021-227d-9f76-7abd-e25c7fcb74ec"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.34"
} | [
{
"data_source": "health_telemetry_bus",
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.558,
"latency_ms": 2654,
"timestamp": "2026-01-06T10:52:58.297450Z",
"value_at_risk_usd": 2574407.35
},
{
"data_source": "simulation_twin",
"domain"... | {
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"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_swarm_resilience",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.551,
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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": 0.449,
"id": "ATLAS-106720",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-05T16:00:00Z",
"trace_id": "b6f74bb0-4bda-44c5-4fcc-39539b635d1b"
} | {
"agent_type": "Orchestrator",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.53"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.762,
"latency_ms": 897,
"timestamp": "2026-01-05T14:48:11.618347Z",
"value_at_risk_usd": 18662678.49
},
{
"data_source": "simulation_twin",
"domain"... | {
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"confidence_threshold": 0.759,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 64.47
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.656,
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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
} |
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