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": 0.699,
"id": "ATLAS-106370",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-05T10:10:00Z",
"trace_id": "689dd589-0d3b-d439-7dba-281e85f1da60"
} | {
"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-0.2"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.835,
"latency_ms": 2965,
"timestamp": "2026-01-05T09:27:20.428010Z",
"value_at_risk_usd": 2372468.69
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 83,
"confidence_threshold": 0.609,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 77.96
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.724",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.753,
"signal_conflicts": [
"temporal_inversion",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.647,
"id": "ATLAS-103285",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-03T06:45:00Z",
"trace_id": "964cd36a-9bc0-32c2-784d-bea53bf93e11"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.67"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.816,
"latency_ms": 3485,
"timestamp": "2026-01-03T02:53:30.569110Z",
"value_at_risk_usd": 2763049.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 11,
"confidence_threshold": 0.765,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 81.85
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.801",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.514,
"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": 0.868,
"id": "ATLAS-108378",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T19:38:00Z",
"trace_id": "f6bb3da0-1899-2dd3-46fd-60e915fef035"
} | {
"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-CONSERVATIVE-0.25"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.933,
"latency_ms": 1192,
"timestamp": "2026-01-06T17:14:37.610545Z",
"value_at_risk_usd": 13796685.96
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 81,
"confidence_threshold": 0.769,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 86.88
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.849",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.595,
"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": 0.886,
"id": "ATLAS-104653",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T05:33:00Z",
"trace_id": "a0f379a8-7373-cb3f-0e21-cc5adb84d9cc"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.68"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.691,
"latency_ms": 915,
"timestamp": "2026-01-04T04:50:02.304278Z",
"value_at_risk_usd": 20088127.82
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 23,
"confidence_threshold": 0.628,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 17.93
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.72",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.913,
"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": 0.447,
"id": "ATLAS-100010",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T00:10:00Z",
"trace_id": "b1a6b1f1-620e-99d3-3b33-f3d8269cd696"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.67"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.908,
"latency_ms": 1889,
"timestamp": "2025-12-31T22:07:04.637088Z",
"value_at_risk_usd": 6233711
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 50,
"confidence_threshold": 0.88,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 37.83
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.829",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.597,
"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": 0.909,
"id": "ATLAS-104423",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-04T01:43:00Z",
"trace_id": "913149ec-ca02-045e-d24f-8f303b708f7f"
} | {
"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-EXPLORE-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.483,
"latency_ms": 1566,
"timestamp": "2026-01-04T01:17:57.800448Z",
"value_at_risk_usd": 9391847.98
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 41,
"confidence_threshold": 0.673,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 81.13
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.643",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.89,
"signal_conflicts": [
"temporal_inversion",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.716,
"id": "ATLAS-105087",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T12:47:00Z",
"trace_id": "50b5eb3d-9079-2ec3-6968-482ee522a36d"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.67"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.665,
"latency_ms": 2635,
"timestamp": "2026-01-04T11:38:19.213422Z",
"value_at_risk_usd": 23270050.77
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 10,
"confidence_threshold": 0.847,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 42.51
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.65",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.588,
"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": 0.623,
"id": "ATLAS-103187",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T05:07:00Z",
"trace_id": "d43a08c8-6aea-f877-29d7-267c48d12a79"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.76"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.507,
"latency_ms": 405,
"timestamp": "2026-01-03T03:24:57.570092Z",
"value_at_risk_usd": 20569170.61
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 150,
"confidence_threshold": 0.701,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 49.51
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.682",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.892,
"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": 0.75,
"id": "ATLAS-107652",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T07:32:00Z",
"trace_id": "7f4d02d3-bd6d-d4e1-8cb7-c9af11242b65"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.3"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.929,
"latency_ms": 2416,
"timestamp": "2026-01-06T06:09:00.664105Z",
"value_at_risk_usd": 18645467.46
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 40,
"confidence_threshold": 0.721,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 58.46
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.75",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.791,
"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": 0.744,
"id": "ATLAS-108570",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T22:50:00Z",
"trace_id": "8d9497bd-3bb7-a4ce-2435-44773c47cfdb"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.15"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.533,
"latency_ms": 3964,
"timestamp": "2026-01-06T20:29:09.823765Z",
"value_at_risk_usd": 11133207.94
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 103,
"confidence_threshold": 0.882,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -8.5
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.705",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.515,
"signal_conflicts": [
"temporal_inversion",
"fidelity_mismatch"
]
} | {
"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": 0.425,
"id": "ATLAS-108477",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T21:17:00Z",
"trace_id": "eb4fcd35-7e8b-7a6a-fdfa-fa53bf1ab682"
} | {
"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-0.71"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.759,
"latency_ms": 1672,
"timestamp": "2026-01-06T19:06:43.860229Z",
"value_at_risk_usd": 17965967.18
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 66,
"confidence_threshold": 0.61,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -9.83
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.741",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.761,
"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": 0.703,
"id": "ATLAS-102691",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T20:51:00Z",
"trace_id": "03767699-03b2-cbe2-4daf-9b5464a7f41a"
} | {
"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-0.33"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.796,
"latency_ms": 2045,
"timestamp": "2026-01-02T18:33:31.085447Z",
"value_at_risk_usd": 19057199.21
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 50,
"confidence_threshold": 0.661,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 11.06
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.846",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.53,
"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": 0.966,
"id": "ATLAS-100328",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T05:28:00Z",
"trace_id": "a832d652-d5a2-8613-3a0c-5dc9bea17713"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.659,
"latency_ms": 795,
"timestamp": "2026-01-01T03:54:20.030755Z",
"value_at_risk_usd": 8834237.89
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 108,
"confidence_threshold": 0.808,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -5.11
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.742",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.713,
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"timestamp": "2026-01-04T19:08:38.529708Z",
"value_at_risk_usd": 16001681.64
},
{
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} | {
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]
} | {
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],
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"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.482,
"id": "ATLAS-104313",
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"timestamp": "2026-01-03T23:53:00Z",
"trace_id": "d0441eff-b7c4-bac5-b5d1-e6fe2a512970"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.89"
} | [
{
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"timestamp": "2026-01-03T23:08:39.891226Z",
"value_at_risk_usd": 21962485.51
},
{
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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": 0.975,
"id": "ATLAS-108667",
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"strategic_value": "medium",
"timestamp": "2026-01-07T00:27:00Z",
"trace_id": "a60aaff0-c36b-e44c-ecf4-f75f914588be"
} | {
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.23"
} | [
{
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"fidelity_score": 0.624,
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"timestamp": "2026-01-06T22:32:43.110599Z",
"value_at_risk_usd": 21632174.48
},
{
"data_source": "simulation_twin",
"domain... | {
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} | {
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} | {
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"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.516,
"id": "ATLAS-103024",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-03T02:24:00Z",
"trace_id": "30d84e7a-76ca-01f3-1bab-e0d96ef03149"
} | {
"agent_type": "AI_Scientist",
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],
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"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.52"
} | [
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"timestamp": "2026-01-03T00:52:33.159437Z",
"value_at_risk_usd": 12953093.3
},
{
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"domain": "biotech"... | {
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} | {
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} | {
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],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-03T02:13:00Z",
"trace_id": "c6fafdfd-01c2-e86e-65fa-b713d152de6d"
} | {
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"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.53"
} | [
{
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"timestamp": "2026-01-02T22:41:14.942156Z",
"value_at_risk_usd": 12730695.02
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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]
} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-02T22:16:00Z",
"trace_id": "4e65d58b-de68-edaa-8273-1999e62a01a4"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.8"
} | [
{
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"timestamp": "2026-01-02T19:48:52.714877Z",
"value_at_risk_usd": 23818032.96
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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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": 0.914,
"id": "ATLAS-106559",
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"strategic_value": "low",
"timestamp": "2026-01-05T13:19:00Z",
"trace_id": "93e0954e-19f7-2c91-f6c0-2f6d3d2511b7"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.53"
} | [
{
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"latency_ms": 1974,
"timestamp": "2026-01-05T11:41:49.817454Z",
"value_at_risk_usd": 24626609.81
},
{
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} | {
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} | {
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"reinforcement_learning",
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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.501,
"id": "ATLAS-102725",
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"strategic_value": "transformative",
"timestamp": "2026-01-02T21:25:00Z",
"trace_id": "1a4dd778-8acb-1113-e878-a0f9fa1b1be5"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.72"
} | [
{
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"timestamp": "2026-01-02T19:13:00.251784Z",
"value_at_risk_usd": 12942437.77
},
{
"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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"reinforcement_learning",
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],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.646,
"id": "ATLAS-102002",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-02T09:22:00Z",
"trace_id": "07f912d9-f5db-79d8-ca61-4570b29e01c0"
} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.18"
} | [
{
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"value_at_risk_usd": 17975482.6
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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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 | {
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"id": "ATLAS-100998",
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"timestamp": "2026-01-01T16:38:00Z",
"trace_id": "ab23869e-9924-cb65-cfc8-6e84523d83f9"
} | {
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.56"
} | [
{
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"timestamp": "2026-01-01T15:20:05.187056Z",
"value_at_risk_usd": 19191753.56
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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} | {
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"cross_domain_signal_count": 4,
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
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