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": 0.572,
"id": "ATLAS-107829",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T10:29:00Z",
"trace_id": "e1be9cf6-da15-5000-950f-3bc97cec6b66"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.49"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.796,
"latency_ms": 1967,
"timestamp": "2026-01-06T09:09:38.596082Z",
"value_at_risk_usd": 4336114.14
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 41,
"confidence_threshold": 0.882,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 33.67
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.794",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.923,
"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": 0.68,
"id": "ATLAS-106153",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-05T06:33:00Z",
"trace_id": "b961572d-d9f2-032a-22d8-1e9c52a6ed55"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.48"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.578,
"latency_ms": 999,
"timestamp": "2026-01-05T05:05:18.995638Z",
"value_at_risk_usd": 5522048.46
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 50,
"confidence_threshold": 0.69,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -0.1
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.741",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.803,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.585,
"id": "ATLAS-101621",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T03:01:00Z",
"trace_id": "289b2b8a-8d3c-691a-d6db-91bb5f383404"
} | {
"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-0.5"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.594,
"latency_ms": 158,
"timestamp": "2026-01-01T23:32:39.460957Z",
"value_at_risk_usd": 12870128.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 94,
"confidence_threshold": 0.651,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 86.87
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.654",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.668,
"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": 0.94,
"id": "ATLAS-102289",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T14:09:00Z",
"trace_id": "480a0200-d6f5-8e31-7269-133117de0347"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.1"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.929,
"latency_ms": 1451,
"timestamp": "2026-01-02T14:03:33.881926Z",
"value_at_risk_usd": 17629693.25
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 100,
"confidence_threshold": 0.774,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 31.48
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.719",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.948,
"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": 0.583,
"id": "ATLAS-101922",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-02T08:02:00Z",
"trace_id": "b7f27d69-3465-2fd7-14d3-cb0226fcd158"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.27"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.579,
"latency_ms": 170,
"timestamp": "2026-01-02T06:04:16.479864Z",
"value_at_risk_usd": 24098285.09
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.681,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 47.72
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.669",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.938,
"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": 0.68,
"id": "ATLAS-105451",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T18:51:00Z",
"trace_id": "2e195fde-c9b3-d09e-7f04-98e6b8cf1885"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.805,
"latency_ms": 2195,
"timestamp": "2026-01-04T18:53:17.781304Z",
"value_at_risk_usd": 22023026.04
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 100,
"confidence_threshold": 0.787,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 18.62
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.672",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.767,
"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": 0.655,
"id": "ATLAS-102441",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T16:41:00Z",
"trace_id": "0f751427-e6af-d865-0243-5fbca4a9ce33"
} | {
"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-EXPLORE-0.1"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.8,
"latency_ms": 1679,
"timestamp": "2026-01-02T15:58:27.099391Z",
"value_at_risk_usd": 6221169.18
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 47,
"confidence_threshold": 0.807,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -19.01
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.718",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.594,
"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": 0.953,
"id": "ATLAS-106723",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T16:03:00Z",
"trace_id": "000d15d9-a0d1-d2b3-adb7-47e3778943e7"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.62"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.827,
"latency_ms": 3777,
"timestamp": "2026-01-05T12:33:03.169835Z",
"value_at_risk_usd": 13363519.18
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 45,
"confidence_threshold": 0.743,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -6.74
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.754",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.616,
"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": 0.94,
"id": "ATLAS-102220",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T13:00:00Z",
"trace_id": "0c096bcf-54c6-710e-2926-d07091ddce0b"
} | {
"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-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.855,
"latency_ms": 777,
"timestamp": "2026-01-02T10:49:15.163723Z",
"value_at_risk_usd": 9388980.87
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 51,
"confidence_threshold": 0.742,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 45
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.835",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.56,
"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": 0.442,
"id": "ATLAS-101541",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-02T01:41:00Z",
"trace_id": "dbc8f5b4-d8b7-f3ef-961e-40c2bb381445"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.69"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.816,
"latency_ms": 2604,
"timestamp": "2026-01-01T23:42:00.796329Z",
"value_at_risk_usd": 9980026.02
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 92,
"confidence_threshold": 0.576,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 49.38
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.737",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.589,
"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": 0.506,
"id": "ATLAS-108380",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-06T19:40:00Z",
"trace_id": "42955e19-6227-e5fe-59ad-ffb9b4bfffa5"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.65"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.627,
"latency_ms": 1658,
"timestamp": "2026-01-06T16:00:29.098471Z",
"value_at_risk_usd": 21124720.93
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 18,
"confidence_threshold": 0.627,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 51.09
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.634",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.529,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.886,
"id": "ATLAS-104437",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T01:57:00Z",
"trace_id": "f216cc66-885e-205e-e170-75e6c9edaaf4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.9"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.563,
"latency_ms": 3085,
"timestamp": "2026-01-03T23:38:47.782342Z",
"value_at_risk_usd": 3645431.35
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 49,
"confidence_threshold": 0.629,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 19.1
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.683",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.97,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.932,
"id": "ATLAS-109708",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T17:48:00Z",
"trace_id": "be47a6d8-da34-08ee-826e-4002b998ae2e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.89"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.605,
"latency_ms": 1564,
"timestamp": "2026-01-07T13:58:45.956295Z",
"value_at_risk_usd": 9962842.3
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 140,
"confidence_threshold": 0.619,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 1.53
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.662",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.664,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
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"timestamp": "2026-01-06T13:46:47.749760Z",
"value_at_risk_usd": 4625112.61
},
{
"data_source": "simulation_twin",
"domain"... | {
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"primary_objective": "maximize_swarm_resilience",
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} | {
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]
} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.678,
"id": "ATLAS-106170",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T06:50:00Z",
"trace_id": "ddeed895-676c-842d-01c0-97cbd6c5295e"
} | {
"agent_type": "Trading_Agent",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.5"
} | [
{
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"domain": "space",
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"fidelity_score": 0.602,
"latency_ms": 3544,
"timestamp": "2026-01-05T06:13:24.774096Z",
"value_at_risk_usd": 322466.49
},
{
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"domain": ... | {
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"primary_objective": "exploit_cross_domain_signal_lead_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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.635,
"id": "ATLAS-102528",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-02T18:08:00Z",
"trace_id": "2d161323-97f1-deae-15fd-6447937f5be7"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.57"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.659,
"latency_ms": 2020,
"timestamp": "2026-01-02T14:23:58.498348Z",
"value_at_risk_usd": 15008048.03
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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]
} | {
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"reinforcement_learning",
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],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.873,
"id": "ATLAS-104588",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-04T04:28:00Z",
"trace_id": "0d6fe2e0-4886-41d7-e33b-2a716aa60bc7"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.11"
} | [
{
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"timestamp": "2026-01-04T02:48:12.221521Z",
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},
{
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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": 0.648,
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"strategic_value": "medium",
"timestamp": "2026-01-03T20:37:00Z",
"trace_id": "637876dd-1007-44ea-fd8f-e394fcec2bff"
} | {
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"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.86"
} | [
{
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"timestamp": "2026-01-03T17:09:18.388216Z",
"value_at_risk_usd": 4053253.44
},
{
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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": 0.814,
"id": "ATLAS-104498",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T02:58:00Z",
"trace_id": "2203c186-d3ef-0b43-45e8-615df897bf9f"
} | {
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.61"
} | [
{
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"timestamp": "2026-01-04T01:29:22.235596Z",
"value_at_risk_usd": 1115589.52
},
{
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.613,
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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": 0.693,
"id": "ATLAS-106247",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T08:07:00Z",
"trace_id": "25926682-42c4-d9af-4ad5-c232de736649"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.22"
} | [
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"timestamp": "2026-01-05T07:45:17.936662Z",
"value_at_risk_usd": 21085675.23
},
{
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"domain"... | {
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"primary_objective": "maximize_risk_adjusted_return",
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} | {
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]
} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.509,
"id": "ATLAS-109794",
"outcome": "rolled_back",
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"timestamp": "2026-01-07T19:14:00Z",
"trace_id": "2aea84f3-c40c-3dfd-d22a-05a902d8ebc7"
} | {
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],
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} | [
{
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"timestamp": "2026-01-07T15:27:19.702852Z",
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},
{
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"domain"... | {
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"primary_objective": "restore_service_with_minimal_disruption",
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} | {
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"cross_domain_signal_count": 3,
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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": 0.63,
"id": "ATLAS-108128",
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"timestamp": "2026-01-06T15:28:00Z",
"trace_id": "7b890d04-a10a-dc14-1390-9ca41a867b9f"
} | {
"agent_type": "Orchestrator",
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.24"
} | [
{
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"timestamp": "2026-01-06T12:09:44.832418Z",
"value_at_risk_usd": 12839357.36
},
{
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"domain"... | {
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"decision_depth": 14,
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} | {
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.587,
"id": "ATLAS-104010",
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"strategic_value": "medium",
"timestamp": "2026-01-03T18:50:00Z",
"trace_id": "c86c4514-431a-8ff7-bc5d-c4162ee06eb9"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.53"
} | [
{
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"fidelity_score": 0.59,
"latency_ms": 3004,
"timestamp": "2026-01-03T15:37:39.649235Z",
"value_at_risk_usd": 6971482.61
},
{
"data_source": "demand_forecaster",
"domain": ... | {
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"primary_objective": "maximize_risk_adjusted_return",
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} | {
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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