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": 0.414,
"id": "ATLAS-108138",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T15:38:00Z",
"trace_id": "e19222d8-15a6-4136-7ee2-80de30a0511d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.25"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.578,
"latency_ms": 1156,
"timestamp": "2026-01-06T13:48:14.137370Z",
"value_at_risk_usd": 17383405.23
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 16,
"confidence_threshold": 0.812,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 93.95
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.743",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.693,
"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": 0.825,
"id": "ATLAS-105708",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T23:08:00Z",
"trace_id": "6e550365-ecaf-4c9a-5d92-31fe97a3c0ea"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.35"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.574,
"latency_ms": 576,
"timestamp": "2026-01-04T19:21:57.185492Z",
"value_at_risk_usd": 145300.04
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 22,
"confidence_threshold": 0.666,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 9.73
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.641",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.577,
"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": 0.588,
"id": "ATLAS-102588",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-02T19:08:00Z",
"trace_id": "a9a1758c-6bd2-9067-3ed0-2ce25f03bd4a"
} | {
"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-0.24"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.941,
"latency_ms": 387,
"timestamp": "2026-01-02T16:20:32.919695Z",
"value_at_risk_usd": 13134735.8
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 27,
"confidence_threshold": 0.84,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 76.24
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.708",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.954,
"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": 0.898,
"id": "ATLAS-101182",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T19:42:00Z",
"trace_id": "5d3ab5e8-571b-9ef0-fc06-2b22ef00bbde"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.16"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.887,
"latency_ms": 3747,
"timestamp": "2026-01-01T18:58:53.424579Z",
"value_at_risk_usd": 1131573.72
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 52,
"confidence_threshold": 0.905,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 47.46
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.698",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.693,
"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": 0.918,
"id": "ATLAS-102477",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T17:17:00Z",
"trace_id": "4eb99e4f-f5f2-55b2-d23f-30b92261d230"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.79"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.542,
"latency_ms": 741,
"timestamp": "2026-01-02T16:43:16.590365Z",
"value_at_risk_usd": 10822310.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 83,
"confidence_threshold": 0.874,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -17.51
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.665",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.947,
"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": 0.815,
"id": "ATLAS-103491",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-03T10:11:00Z",
"trace_id": "beb499ba-ff87-56b6-6bea-11709f09d44c"
} | {
"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-0.23"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.604,
"latency_ms": 1166,
"timestamp": "2026-01-03T07:44:21.308926Z",
"value_at_risk_usd": 9138074.72
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 37,
"confidence_threshold": 0.632,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 20.21
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.821,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.813,
"id": "ATLAS-103268",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T06:28:00Z",
"trace_id": "a9e46191-7946-7149-830d-6f583caf36fb"
} | {
"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-EXPLOIT-0.72"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.619,
"latency_ms": 2722,
"timestamp": "2026-01-03T03:09:26.426268Z",
"value_at_risk_usd": 11196498
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 115,
"confidence_threshold": 0.587,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 12.62
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.578",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.886,
"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": 0.681,
"id": "ATLAS-106129",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T06:09:00Z",
"trace_id": "3aa2cab6-9b51-6822-f299-0e6f2a064749"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.33"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.953,
"latency_ms": 2220,
"timestamp": "2026-01-05T03:32:35.240007Z",
"value_at_risk_usd": 6994888.22
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 81,
"confidence_threshold": 0.665,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 23.86
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.763",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.525,
"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": 0.877,
"id": "ATLAS-103236",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T05:56:00Z",
"trace_id": "270c1663-d5a1-73bc-b9c3-3dce39986842"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.47"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.576,
"latency_ms": 3863,
"timestamp": "2026-01-03T05:43:32.163920Z",
"value_at_risk_usd": 8418588.99
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 26,
"confidence_threshold": 0.792,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 11.94
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.711",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.673,
"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": 0.41,
"id": "ATLAS-107855",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-06T10:55:00Z",
"trace_id": "32216cc0-09ba-6169-60c8-a80f4cb418f1"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.82"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.636,
"latency_ms": 1989,
"timestamp": "2026-01-06T10:32:14.476033Z",
"value_at_risk_usd": 22234955.34
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 21,
"confidence_threshold": 0.652,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 35.19
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.773",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.556,
"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": 0.939,
"id": "ATLAS-109888",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-07T20:48:00Z",
"trace_id": "0b73a68a-9ce4-9a49-5008-d7d103cc9aab"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.55"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.973,
"latency_ms": 1581,
"timestamp": "2026-01-07T17:28:42.479202Z",
"value_at_risk_usd": 13223120.96
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 34,
"confidence_threshold": 0.852,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 78.4
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.76",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.67,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"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": 0.573,
"id": "ATLAS-104669",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-04T05:49:00Z",
"trace_id": "ff379d9d-d5a9-49f7-e61e-73c5631e8bdd"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.36"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.491,
"latency_ms": 873,
"timestamp": "2026-01-04T05:40:15.715191Z",
"value_at_risk_usd": 24295540.76
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 86,
"confidence_threshold": 0.832,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -10.89
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.652",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.916,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"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": 0.576,
"id": "ATLAS-107773",
"outcome": "rolled_back",
"strategic_value": "low",
"timestamp": "2026-01-06T09:33:00Z",
"trace_id": "e3630470-82bb-61eb-5ea8-60eb4272ff9d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.43"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.483,
"latency_ms": 3437,
"timestamp": "2026-01-06T07:20:38.269469Z",
"value_at_risk_usd": 23848812.96
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 25,
"confidence_threshold": 0.595,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 74.24
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.607",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.731,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
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"timestamp": "2026-01-05T06:38:01.849326Z",
"value_at_risk_usd": 15166227.9
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"confidence_threshold": 0.682,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 59.19
} | {
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]
} | {
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"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": 0.406,
"id": "ATLAS-106880",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T18:40:00Z",
"trace_id": "93473993-b4e8-d9f6-d0d2-aa3586e0578d"
} | {
"agent_type": "Orchestrator",
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.53"
} | [
{
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"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.767,
"latency_ms": 2870,
"timestamp": "2026-01-05T16:20:19.194029Z",
"value_at_risk_usd": 4441482.91
},
{
"data_source": "simulation_twin",
"domain"... | {
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"counterfactual_considered": true,
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"primary_objective": "maximize_swarm_resilience",
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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": 0.688,
"id": "ATLAS-101115",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-01T18:35:00Z",
"trace_id": "5d027966-c671-3eeb-75d0-9c8c22c486ba"
} | {
"agent_type": "AI_Scientist",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.78"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.571,
"latency_ms": 2972,
"timestamp": "2026-01-01T17:12:02.964821Z",
"value_at_risk_usd": 11681815.96
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.554,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 65.5
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.655",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.826,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.75,
"id": "ATLAS-102708",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T21:08:00Z",
"trace_id": "1fbfbaab-6bb0-8ec2-9420-1cdd5164d20d"
} | {
"agent_type": "AI_Scientist",
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.13"
} | [
{
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"fidelity_score": 0.72,
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"timestamp": "2026-01-02T20:51:23.446092Z",
"value_at_risk_usd": 1541580.37
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"counterfactual_considered": false,
"decision_depth": 3,
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} | {
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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": 0.866,
"id": "ATLAS-100882",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-01T14:42:00Z",
"trace_id": "71bb3632-3285-06fa-00cc-0b988a51e7e4"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.89"
} | [
{
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"latency_ms": 2177,
"timestamp": "2026-01-01T11:07:41.491271Z",
"value_at_risk_usd": 6217552.72
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.841,
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"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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"predictive_fidelity": 0.605,
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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": 0.56,
"id": "ATLAS-107459",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T04:19:00Z",
"trace_id": "de07fc80-55b2-7dba-fd6e-c748dcbabf64"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.83"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.637,
"latency_ms": 2264,
"timestamp": "2026-01-06T00:56:21.183920Z",
"value_at_risk_usd": 7961728.39
},
{
"data_source": "simulation_twin",
"domain"... | {
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"confidence_threshold": 0.719,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 94.26
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.7",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.527,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.957,
"id": "ATLAS-101911",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-02T07:51:00Z",
"trace_id": "3d21570f-ef6e-72b5-6d9d-590eac8f615d"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.87"
} | [
{
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"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.921,
"latency_ms": 2069,
"timestamp": "2026-01-02T04:09:16.738741Z",
"value_at_risk_usd": 13770184.9
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 164,
"confidence_threshold": 0.818,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -8.73
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.72",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.556,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
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"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.447,
"id": "ATLAS-102299",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T14:19:00Z",
"trace_id": "8a725d11-906f-8432-966f-3bc6c9086256"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.71"
} | [
{
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"fidelity_score": 0.462,
"latency_ms": 1516,
"timestamp": "2026-01-02T14:02:16.539971Z",
"value_at_risk_usd": 2174075.59
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.636,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -17.41
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.646",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.969,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
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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": 0.521,
"id": "ATLAS-108540",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T22:20:00Z",
"trace_id": "b9b00524-d2a1-9e1c-061c-a9a08d06838e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.3"
} | [
{
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"fidelity_score": 0.627,
"latency_ms": 341,
"timestamp": "2026-01-06T21:12:37.644260Z",
"value_at_risk_usd": 13363380.41
},
{
"data_source": "simulation_twin",
"domain"... | {
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"confidence_threshold": 0.607,
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"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
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} | {
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"predictive_fidelity": 0.614,
"signal_conflicts": [
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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": 0.855,
"id": "ATLAS-100535",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T08:55:00Z",
"trace_id": "d24519b3-1627-8558-8dc4-276428fdb02e"
} | {
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.48"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.703,
"latency_ms": 3772,
"timestamp": "2026-01-01T08:33:55.203395Z",
"value_at_risk_usd": 16273984.68
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 69.64
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.735",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.573,
"signal_conflicts": []
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
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