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": 0.674,
"id": "ATLAS-109123",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T08:03:00Z",
"trace_id": "f12e4f25-625d-fed1-d092-ef53f48b0512"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.76"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.824,
"latency_ms": 2426,
"timestamp": "2026-01-07T05:43:02.542733Z",
"value_at_risk_usd": 7888796.83
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 40,
"confidence_threshold": 0.592,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 30.25
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.739",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.84,
"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": 0.436,
"id": "ATLAS-108247",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-06T17:27:00Z",
"trace_id": "2056475f-b345-351b-b85f-177c36fb8f1a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.1"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.814,
"latency_ms": 1252,
"timestamp": "2026-01-06T15:17:22.216703Z",
"value_at_risk_usd": 371974.32
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 86,
"confidence_threshold": 0.609,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 29.91
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.708",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.719,
"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": 0.799,
"id": "ATLAS-106565",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T13:25:00Z",
"trace_id": "300ff098-cda4-85f4-e938-df866dfa4f79"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.76"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.727,
"latency_ms": 3723,
"timestamp": "2026-01-05T09:46:37.494488Z",
"value_at_risk_usd": 24189185.87
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 74,
"confidence_threshold": 0.633,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -22.09
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.691",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.946,
"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": 0.513,
"id": "ATLAS-102467",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T17:07:00Z",
"trace_id": "1d32cf19-1456-956d-a752-d7ed1c019ae3"
} | {
"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-EXPLOIT-0.44"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.566,
"latency_ms": 2114,
"timestamp": "2026-01-02T14:35:29.929917Z",
"value_at_risk_usd": 23861741.45
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 17,
"confidence_threshold": 0.6,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 40.12
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.762",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.888,
"signal_conflicts": [
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.777,
"id": "ATLAS-105015",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-04T11:35:00Z",
"trace_id": "9352f616-2ace-0ab7-1c70-a31133e9eb34"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.45"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.617,
"latency_ms": 992,
"timestamp": "2026-01-04T10:41:35.306758Z",
"value_at_risk_usd": 7432582.59
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 16,
"confidence_threshold": 0.704,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 20.35
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.713",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.819,
"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": 0.928,
"id": "ATLAS-101591",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T02:31:00Z",
"trace_id": "1503cb8a-5967-55ca-22be-6fbe54f78fdd"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.42"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.749,
"latency_ms": 2139,
"timestamp": "2026-01-02T00:53:33.757585Z",
"value_at_risk_usd": 23812305.67
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 96,
"confidence_threshold": 0.726,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 36.77
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.777",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.555,
"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": 0.767,
"id": "ATLAS-100365",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T06:05:00Z",
"trace_id": "350e0c9a-1d95-5056-26db-89dcbb5452fd"
} | {
"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-EXPLOIT-0.19"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.563,
"latency_ms": 3001,
"timestamp": "2026-01-01T04:34:42.263347Z",
"value_at_risk_usd": 4079303.68
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 34,
"confidence_threshold": 0.697,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 21.26
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.735",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.566,
"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": 0.702,
"id": "ATLAS-109735",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T18:15:00Z",
"trace_id": "b853117d-7970-b41a-81f1-8e5e344d9cce"
} | {
"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-0.52"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.886,
"latency_ms": 3748,
"timestamp": "2026-01-07T17:10:29.825944Z",
"value_at_risk_usd": 23734300.55
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 12,
"confidence_threshold": 0.693,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 62.16
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.675",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.65,
"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": 0.778,
"id": "ATLAS-109554",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T15:14:00Z",
"trace_id": "5bac2400-0daa-fad6-4da7-02115c352595"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.25"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.809,
"latency_ms": 3556,
"timestamp": "2026-01-07T14:49:32.653644Z",
"value_at_risk_usd": 9586145.73
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 42,
"confidence_threshold": 0.579,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -23.67
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.672",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.621,
"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": 0.625,
"id": "ATLAS-106240",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-05T08:00:00Z",
"trace_id": "a338bc56-17bf-a0d0-d0e2-89430e37c568"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.17"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.506,
"latency_ms": 2078,
"timestamp": "2026-01-05T05:20:27.920395Z",
"value_at_risk_usd": 23601730.45
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 95,
"confidence_threshold": 0.678,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 16.5
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.675",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.541,
"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": 0.944,
"id": "ATLAS-108272",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T17:52:00Z",
"trace_id": "a8bc9489-94df-615e-d54c-60e093a54072"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.25"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.888,
"latency_ms": 666,
"timestamp": "2026-01-06T16:13:42.116407Z",
"value_at_risk_usd": 6722714.81
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 127,
"confidence_threshold": 0.847,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -23.2
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.765",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.639,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.76,
"id": "ATLAS-108997",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-07T05:57:00Z",
"trace_id": "32c8752a-66b3-e2b9-e57e-267a0f330926"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.83"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.707,
"latency_ms": 3475,
"timestamp": "2026-01-07T04:23:02.280355Z",
"value_at_risk_usd": 187696.9
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 141,
"confidence_threshold": 0.869,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 75.16
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.773",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.759,
"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": 0.706,
"id": "ATLAS-101021",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T17:01:00Z",
"trace_id": "4ab10635-1024-78ac-328e-99cd7ec86fd6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.66"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.789,
"latency_ms": 2933,
"timestamp": "2026-01-01T14:42:43.786465Z",
"value_at_risk_usd": 18101675.32
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 40,
"confidence_threshold": 0.637,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 56.35
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.748",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.7,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.545,
"id": "ATLAS-103136",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-03T04:16:00Z",
"trace_id": "4057f878-fa84-42b0-030a-7a95aeb3317c"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.16"
} | [
{
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"fidelity_score": 0.975,
"latency_ms": 1765,
"timestamp": "2026-01-03T03:50:07.672603Z",
"value_at_risk_usd": 12130135.45
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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} | {
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} | {
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"autonomous_decision_modeling",
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"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.945,
"id": "ATLAS-101500",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T01:00:00Z",
"trace_id": "1f47fcfc-f412-c2dc-ce16-db8ab077cacd"
} | {
"agent_type": "AI_Scientist",
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"escalation_chain": [
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.44"
} | [
{
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"latency_ms": 2966,
"timestamp": "2026-01-02T00:45:04.626091Z",
"value_at_risk_usd": 6304682.97
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 43.02
} | {
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"cross_domain_signal_count": 4,
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.465,
"id": "ATLAS-107028",
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"strategic_value": "high",
"timestamp": "2026-01-05T21:08:00Z",
"trace_id": "f3276939-9d4a-45d7-c3a6-0813a09a8997"
} | {
"agent_type": "Orchestrator",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.89"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.861,
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"timestamp": "2026-01-05T18:40:27.968924Z",
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},
{
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} | {
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} | {
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"strategic_ai_research"
],
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"synthetic": true
} |
1.0.0-atlas-apex-sample | {
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"outcome": "escalated_to_human",
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"timestamp": "2026-01-02T23:52:00Z",
"trace_id": "6ce84067-611e-90a6-f478-22d8b3c7f480"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.67"
} | [
{
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"timestamp": "2026-01-02T21:31:06.731988Z",
"value_at_risk_usd": 5642879.2
},
{
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"domain": "biotech",
... | {
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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"predictive_fidelity": 0.828,
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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": 0.807,
"id": "ATLAS-100522",
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"strategic_value": "critical",
"timestamp": "2026-01-01T08:42:00Z",
"trace_id": "34826796-67cc-3176-c02a-c52a582f5c69"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.58"
} | [
{
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"latency_ms": 3194,
"timestamp": "2026-01-01T06:36:12.616250Z",
"value_at_risk_usd": 1477973.56
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.694,
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"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.923,
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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": 0.428,
"id": "ATLAS-103602",
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"strategic_value": "low",
"timestamp": "2026-01-03T12:02:00Z",
"trace_id": "495c7d4e-a2fa-2a4f-36a3-a72768d0567a"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.6"
} | [
{
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"domain": "space",
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"fidelity_score": 0.845,
"latency_ms": 3944,
"timestamp": "2026-01-03T09:26:30.826314Z",
"value_at_risk_usd": 23494416.79
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"counterfactual_considered": true,
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"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 37.54
} | {
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"cross_domain_signal_count": 3,
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"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": 0.693,
"id": "ATLAS-101921",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T08:01:00Z",
"trace_id": "7e6eaec1-e45e-e674-fbc2-13647a7ca3c8"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.77"
} | [
{
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"timestamp": "2026-01-02T05:35:28.748785Z",
"value_at_risk_usd": 12336050.62
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.67",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.629,
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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": 0.438,
"id": "ATLAS-105977",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T03:37:00Z",
"trace_id": "c42a7e15-40dd-f2b1-d91b-3b4fca549ed9"
} | {
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.2"
} | [
{
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"timestamp": "2026-01-05T00:38:17.486914Z",
"value_at_risk_usd": 8629859.47
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"decision_depth": 10,
"primary_objective": "exploit_cross_domain_signal_lead_time",
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} | {
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} | {
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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.775,
"id": "ATLAS-101037",
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"strategic_value": "critical",
"timestamp": "2026-01-01T17:17:00Z",
"trace_id": "11479bbb-10c3-29a6-a087-ce2075a3317c"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.52"
} | [
{
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"timestamp": "2026-01-01T15:39:01.325316Z",
"value_at_risk_usd": 22565921.87
},
{
"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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]
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
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