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": 0.954,
"id": "ATLAS-105274",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-04T15:54:00Z",
"trace_id": "0cbb6c20-8df8-1669-55c4-94bd1333e1c2"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.53"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.846,
"latency_ms": 2397,
"timestamp": "2026-01-04T13:36:00.657554Z",
"value_at_risk_usd": 12152143.64
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 42,
"confidence_threshold": 0.721,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 80.46
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.815",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.939,
"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": 0.553,
"id": "ATLAS-105235",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-04T15:15:00Z",
"trace_id": "9a7028d9-7dae-659a-fb79-f29603d798a4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.7"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.544,
"latency_ms": 2576,
"timestamp": "2026-01-04T11:51:24.553364Z",
"value_at_risk_usd": 17329550.93
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 25,
"confidence_threshold": 0.693,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 54.93
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.711",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.747,
"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": 0.443,
"id": "ATLAS-106678",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T15:18:00Z",
"trace_id": "3424cbbd-ca60-287a-fdfe-c6d959581e16"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.16"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.579,
"latency_ms": 864,
"timestamp": "2026-01-05T11:35:25.617286Z",
"value_at_risk_usd": 18831080.34
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 110,
"confidence_threshold": 0.557,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 71.85
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.74",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.663,
"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": 0.977,
"id": "ATLAS-107148",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T23:08:00Z",
"trace_id": "17a151b5-2cd1-1f14-bc03-be0f9e604a56"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.73"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.739,
"latency_ms": 2082,
"timestamp": "2026-01-05T22:24:22.365534Z",
"value_at_risk_usd": 19786632.36
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 32,
"confidence_threshold": 0.745,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -23.32
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.658",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.512,
"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": 0.574,
"id": "ATLAS-103042",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T02:42:00Z",
"trace_id": "b7cbaeb1-958b-8edf-4e7c-5ea39989794b"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.37"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.715,
"latency_ms": 2322,
"timestamp": "2026-01-03T00:13:59.943711Z",
"value_at_risk_usd": 9534079.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 53,
"confidence_threshold": 0.843,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 89.29
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.673",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.694,
"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": 0.772,
"id": "ATLAS-108110",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T15:10:00Z",
"trace_id": "9753dea8-a6ca-02ab-36c6-a72566b54593"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.13"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.716,
"latency_ms": 3610,
"timestamp": "2026-01-06T12:42:44.198767Z",
"value_at_risk_usd": 3243136.76
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 35,
"confidence_threshold": 0.889,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 87.92
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.758",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.513,
"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": 0.683,
"id": "ATLAS-105199",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-04T14:39:00Z",
"trace_id": "0bde1c6d-69bb-560b-92a3-a5399afaa5e7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.36"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.673,
"latency_ms": 1491,
"timestamp": "2026-01-04T13:44:38.367275Z",
"value_at_risk_usd": 20851758.94
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 96,
"confidence_threshold": 0.696,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 33.57
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.733",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.579,
"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": 0.715,
"id": "ATLAS-108364",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T19:24:00Z",
"trace_id": "77b4d8d0-05b2-e00d-a5f2-9551486883ef"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.52"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.838,
"latency_ms": 3752,
"timestamp": "2026-01-06T16:51:27.323196Z",
"value_at_risk_usd": 8672563.43
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 53,
"confidence_threshold": 0.722,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -13.81
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.767",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.623,
"signal_conflicts": [
"temporal_inversion",
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.864,
"id": "ATLAS-101184",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T19:44:00Z",
"trace_id": "0c779183-5cc4-6d94-0466-ab60a5a91abf"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.18"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.731,
"latency_ms": 180,
"timestamp": "2026-01-01T18:11:59.478689Z",
"value_at_risk_usd": 1902030.05
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 41,
"confidence_threshold": 0.586,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 40.82
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.699",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.571,
"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": 0.638,
"id": "ATLAS-100063",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T01:03:00Z",
"trace_id": "a2cd1590-58af-393c-8aa2-b4c93ba5bd76"
} | {
"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-EXPLORE-0.86"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.896,
"latency_ms": 2361,
"timestamp": "2025-12-31T23:15:42.768989Z",
"value_at_risk_usd": 8001778.76
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.552,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 76.13
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.742",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.549,
"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": 0.706,
"id": "ATLAS-103314",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T07:14:00Z",
"trace_id": "e2f46917-dd95-771b-ff3d-3b62b9a92496"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.35"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.981,
"latency_ms": 872,
"timestamp": "2026-01-03T04:12:01.741089Z",
"value_at_risk_usd": 12446.9
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 35,
"confidence_threshold": 0.847,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 20.82
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.782",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.853,
"signal_conflicts": [
"value_at_risk_divergence",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.518,
"id": "ATLAS-103001",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-03T02:01:00Z",
"trace_id": "2247cdbb-c671-eb03-8f85-c870d2130316"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.839,
"latency_ms": 2951,
"timestamp": "2026-01-02T23:52:48.314417Z",
"value_at_risk_usd": 12991522.77
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 32,
"confidence_threshold": 0.857,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 12.67
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.702",
"cross_domain_signal_count": 4,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.416,
"id": "ATLAS-102378",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-02T15:38:00Z",
"trace_id": "f3893f64-a7c5-9f85-e96f-dfcd7b5cce60"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.47"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.801,
"latency_ms": 2271,
"timestamp": "2026-01-02T14:06:46.221806Z",
"value_at_risk_usd": 17103847.41
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 91,
"confidence_threshold": 0.583,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 78.05
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.814",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.935,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
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"timestamp": "2026-01-06T19:18:10.881208Z",
"value_at_risk_usd": 14164000.06
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": true,
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} | {
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"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
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"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": 0.585,
"id": "ATLAS-101576",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T02:16:00Z",
"trace_id": "e224af06-b5c4-bbe9-2170-597605696e96"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.75"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
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"fidelity_score": 0.575,
"latency_ms": 3131,
"timestamp": "2026-01-02T01:34:00.344265Z",
"value_at_risk_usd": 784528.5
},
{
"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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} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.677",
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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": 0.909,
"id": "ATLAS-109107",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T07:47:00Z",
"trace_id": "2b23dd78-19ca-0acc-9f4a-083a658495e3"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.66"
} | [
{
"data_source": "health_telemetry_bus",
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"fidelity_score": 0.699,
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"timestamp": "2026-01-07T05:59:48.107298Z",
"value_at_risk_usd": 24240275.78
},
{
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"domain... | {
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"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 19.41
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.741",
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"signal_conflicts": [
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"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"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": 0.788,
"id": "ATLAS-101545",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-02T01:45:00Z",
"trace_id": "6e492e51-dbfb-2e3c-ce2c-6f7dc908529c"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.86"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.837,
"latency_ms": 1318,
"timestamp": "2026-01-01T23:44:09.807772Z",
"value_at_risk_usd": 22560257.74
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
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} | {
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"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.913,
"id": "ATLAS-101736",
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"strategic_value": "critical",
"timestamp": "2026-01-02T04:56:00Z",
"trace_id": "55d927cd-dae8-6d7b-0731-856ec18afe86"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.22"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.635,
"latency_ms": 1421,
"timestamp": "2026-01-02T02:31:05.593189Z",
"value_at_risk_usd": 13663776.62
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 49.5
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.682",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.732,
"signal_conflicts": [
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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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.445,
"id": "ATLAS-108041",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-06T14:01:00Z",
"trace_id": "816fb260-5585-62ae-024f-95641ae18c88"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.12"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.786,
"latency_ms": 3937,
"timestamp": "2026-01-06T13:39:00.973980Z",
"value_at_risk_usd": 16162136.14
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -26.81
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.625,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"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": 0.791,
"id": "ATLAS-102090",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T10:50:00Z",
"trace_id": "3017f7f5-1df4-0f08-6f49-b73b8bd12a06"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.47"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
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"fidelity_score": 0.556,
"latency_ms": 3074,
"timestamp": "2026-01-02T09:22:50.804714Z",
"value_at_risk_usd": 19111632.49
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.659,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -29.16
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.674",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.588,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
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"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": 0.795,
"id": "ATLAS-105995",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-05T03:55:00Z",
"trace_id": "cb92c55a-9f00-fc1e-d7fa-beed16547f5a"
} | {
"agent_type": "Trading_Agent",
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"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.18"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.824,
"latency_ms": 3013,
"timestamp": "2026-01-05T01:36:12.733321Z",
"value_at_risk_usd": 6320773.76
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"confidence_threshold": 0.666,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -14.45
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.694",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.78,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"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": 0.529,
"id": "ATLAS-106567",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-05T13:27:00Z",
"trace_id": "221ac889-0fb4-f1dc-ff2f-0495faa84bd8"
} | {
"agent_type": "Trading_Agent",
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"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.42"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.972,
"latency_ms": 1912,
"timestamp": "2026-01-05T10:48:25.814431Z",
"value_at_risk_usd": 14422603.45
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"confidence_threshold": 0.739,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -7.91
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.762",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.665,
"signal_conflicts": []
} | {
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.573,
"id": "ATLAS-107540",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T05:40:00Z",
"trace_id": "081cf0fd-f0a1-8c97-83de-7bbc1cc74e92"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.51"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.66,
"latency_ms": 3481,
"timestamp": "2026-01-06T03:02:35.199688Z",
"value_at_risk_usd": 8526577.1
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 68,
"confidence_threshold": 0.609,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 8.61
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.688",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.851,
"signal_conflicts": []
} | {
"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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