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": 0.793,
"id": "ATLAS-105217",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-04T14:57:00Z",
"trace_id": "2d753830-3ba5-adbe-af0e-7d17da50ceb2"
} | {
"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-AGGRESSIVE-0.27"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.838,
"latency_ms": 3901,
"timestamp": "2026-01-04T14:56:38.161943Z",
"value_at_risk_usd": 9738041.27
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 28,
"confidence_threshold": 0.913,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -6.32
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.772",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.51,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.868,
"id": "ATLAS-103267",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-03T06:27:00Z",
"trace_id": "9f39a33b-ef19-5243-629f-c9c244e215d6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.59"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.688,
"latency_ms": 2674,
"timestamp": "2026-01-03T04:51:13.857125Z",
"value_at_risk_usd": 19865337.19
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 128,
"confidence_threshold": 0.745,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -29.82
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.701",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.919,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"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": 0.732,
"id": "ATLAS-103402",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T08:42:00Z",
"trace_id": "e786e127-f6a7-66f2-fd71-539283b84037"
} | {
"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-0.36"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.507,
"latency_ms": 3736,
"timestamp": "2026-01-03T06:02:41.502970Z",
"value_at_risk_usd": 16101236.18
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 33,
"confidence_threshold": 0.82,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 75.17
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.66",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.673,
"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": 0.787,
"id": "ATLAS-101734",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T04:54:00Z",
"trace_id": "1525f473-bf54-f5c8-2a3e-0749058ad1fd"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.464,
"latency_ms": 949,
"timestamp": "2026-01-02T01:52:43.883360Z",
"value_at_risk_usd": 23243453.28
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 43,
"confidence_threshold": 0.689,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -23.15
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.694",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.921,
"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": 0.978,
"id": "ATLAS-106237",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T07:57:00Z",
"trace_id": "4189c376-2a95-d13f-650e-445d08657c43"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.63"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.685,
"latency_ms": 1877,
"timestamp": "2026-01-05T07:50:14.112896Z",
"value_at_risk_usd": 2586387.99
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 82,
"confidence_threshold": 0.858,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 0.19
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.696",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.887,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.563,
"id": "ATLAS-100404",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-01T06:44:00Z",
"trace_id": "4919d9ff-57df-ba1d-2d55-5314143e7fb7"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.12"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.594,
"latency_ms": 3557,
"timestamp": "2026-01-01T04:56:02.554973Z",
"value_at_risk_usd": 24503545.44
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 82,
"confidence_threshold": 0.627,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 11.51
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.774",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.791,
"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",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.836,
"id": "ATLAS-104081",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T20:01:00Z",
"trace_id": "e506d74d-c4f1-f968-31af-09d602e52695"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.824,
"latency_ms": 3536,
"timestamp": "2026-01-03T16:37:18.304930Z",
"value_at_risk_usd": 14944004.19
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 26,
"confidence_threshold": 0.755,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 53.96
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.755",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.966,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.723,
"id": "ATLAS-106294",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T08:54:00Z",
"trace_id": "80d72de5-147b-c709-6c87-11551dfebbdf"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.15"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.767,
"latency_ms": 2379,
"timestamp": "2026-01-05T06:16:13.987600Z",
"value_at_risk_usd": 16721070.38
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 8,
"confidence_threshold": 0.686,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -2.86
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.782",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.963,
"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": 0.573,
"id": "ATLAS-108324",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T18:44:00Z",
"trace_id": "30f04e9f-be05-4971-d2fb-709969166d89"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.4"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.748,
"latency_ms": 3118,
"timestamp": "2026-01-06T16:10:34.382127Z",
"value_at_risk_usd": 13688121.55
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 54,
"confidence_threshold": 0.58,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 95
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.762",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.543,
"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": 0.796,
"id": "ATLAS-106218",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T07:38:00Z",
"trace_id": "b38798f6-f7e0-199a-e493-126bc988febd"
} | {
"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-CONSERVATIVE-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.503,
"latency_ms": 2200,
"timestamp": "2026-01-05T04:46:07.949450Z",
"value_at_risk_usd": 6716580.05
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 164,
"confidence_threshold": 0.878,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -13.39
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.77",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.867,
"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": 0.873,
"id": "ATLAS-100844",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T14:04:00Z",
"trace_id": "f3296aff-0b7c-d888-da7d-b85332c8b2b1"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.19"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.765,
"latency_ms": 3111,
"timestamp": "2026-01-01T11:29:37.422956Z",
"value_at_risk_usd": 6337686.14
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 14,
"confidence_threshold": 0.779,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 62.87
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.807",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.807,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"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": 0.405,
"id": "ATLAS-101421",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T23:41:00Z",
"trace_id": "a6ddebc4-dce4-8c87-ee59-e4ff778943ed"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.41"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.693,
"latency_ms": 367,
"timestamp": "2026-01-01T23:18:09.518139Z",
"value_at_risk_usd": 9280791.9
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 87,
"confidence_threshold": 0.748,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -29.92
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.61",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.649,
"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": 0.741,
"id": "ATLAS-104354",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T00:34:00Z",
"trace_id": "7d0ebcfb-7a2f-eb7a-db82-139af9226748"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.85"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.638,
"latency_ms": 124,
"timestamp": "2026-01-03T23:59:52.197514Z",
"value_at_risk_usd": 20931223.73
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 92,
"confidence_threshold": 0.711,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 16.09
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.648",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.945,
"signal_conflicts": [
"fidelity_mismatch"
]
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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": 0.85,
"id": "ATLAS-100763",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T12:43:00Z",
"trace_id": "9490c1a4-01c4-abc4-050c-6ec86172c44c"
} | {
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.73"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.859,
"latency_ms": 3434,
"timestamp": "2026-01-01T08:49:47.533981Z",
"value_at_risk_usd": 14739273.81
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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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": 0.586,
"id": "ATLAS-105516",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T19:56:00Z",
"trace_id": "fb944c0e-43bb-a338-9b51-be71c904c89a"
} | {
"agent_type": "Trading_Agent",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.88"
} | [
{
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"domain": "space",
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"latency_ms": 2253,
"timestamp": "2026-01-04T17:48:38.113605Z",
"value_at_risk_usd": 4498889.86
},
{
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"counterfactual_considered": false,
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.888,
"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": 0.757,
"id": "ATLAS-102011",
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"strategic_value": "high",
"timestamp": "2026-01-02T09:31:00Z",
"trace_id": "40080546-20d0-d7a4-9101-0ea36a97593c"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.62"
} | [
{
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"value_at_risk_usd": 17621046.3
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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} | {
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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": 0.817,
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"timestamp": "2026-01-05T10:04:00Z",
"trace_id": "39717e5d-18b6-36fb-c5bb-e4a5fd59e765"
} | {
"agent_type": "Trading_Agent",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.83"
} | [
{
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"timestamp": "2026-01-05T08:36:32.262999Z",
"value_at_risk_usd": 21674596.74
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"primary_objective": "exploit_cross_domain_signal_lead_time",
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} | {
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"predictive_fidelity": 0.52,
"signal_conflicts": [
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]
} | {
"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": 0.543,
"id": "ATLAS-109760",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T18:40:00Z",
"trace_id": "ab113ba8-8b05-49f5-c35c-69dfc42b4fd4"
} | {
"agent_type": "Orchestrator",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.65"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.495,
"latency_ms": 1747,
"timestamp": "2026-01-07T17:46:11.959081Z",
"value_at_risk_usd": 23263707.28
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": true,
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"winning_branch_reward": -8.91
} | {
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"cross_domain_signal_count": 3,
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"signal_conflicts": []
} | {
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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": 0.819,
"id": "ATLAS-100344",
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"strategic_value": "high",
"timestamp": "2026-01-01T05:44:00Z",
"trace_id": "9a1a59cf-9b48-0ff5-3730-9e25f10cb4f0"
} | {
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.22"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.592,
"latency_ms": 1181,
"timestamp": "2026-01-01T04:14:57.525858Z",
"value_at_risk_usd": 17572450.89
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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"cross_domain_signal_count": 4,
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"signal_conflicts": []
} | {
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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": 0.863,
"id": "ATLAS-100886",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-01T14:46:00Z",
"trace_id": "adf737a6-98c4-c735-bc7f-9bc899f68c9a"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.13"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.854,
"latency_ms": 1157,
"timestamp": "2026-01-01T12:25:56.756938Z",
"value_at_risk_usd": 23438760.38
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.789,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 80.53
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.765",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.537,
"signal_conflicts": [
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"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
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"intended_use": [
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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": 0.766,
"id": "ATLAS-101675",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T03:55:00Z",
"trace_id": "d73daf13-c5ab-160f-f8a9-03ca50fb98ec"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.37"
} | [
{
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"timestamp": "2026-01-02T02:57:17.369425Z",
"value_at_risk_usd": 4735355.65
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.568,
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"decision_depth": 12,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 4.06
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.738",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.915,
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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": 0.704,
"id": "ATLAS-101469",
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"strategic_value": "high",
"timestamp": "2026-01-02T00:29:00Z",
"trace_id": "ac620f66-5176-777f-9c45-e35e7ec39149"
} | {
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.33"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
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"fidelity_score": 0.536,
"latency_ms": 2314,
"timestamp": "2026-01-01T23:38:54.558992Z",
"value_at_risk_usd": 256642.75
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 57.73
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.672",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.649,
"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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