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": 0.789,
"id": "ATLAS-101694",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T04:14:00Z",
"trace_id": "9d455b0d-821c-6173-563e-68c68a2f9420"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.48"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.839,
"latency_ms": 2982,
"timestamp": "2026-01-02T02:50:12.958605Z",
"value_at_risk_usd": 2726183.16
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 26,
"confidence_threshold": 0.559,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -17.43
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.863",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.549,
"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": 0.919,
"id": "ATLAS-102077",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T10:37:00Z",
"trace_id": "a6625fd3-5ac2-591a-4560-642f1414bfa6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.47"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.479,
"latency_ms": 553,
"timestamp": "2026-01-02T07:12:11.375352Z",
"value_at_risk_usd": 1171030.78
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 60,
"confidence_threshold": 0.885,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 11.01
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.706",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.691,
"signal_conflicts": [
"value_at_risk_divergence",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.449,
"id": "ATLAS-101396",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T23:16:00Z",
"trace_id": "9e07820a-7017-aa8b-d4ac-7e273205d9c0"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.45"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.595,
"latency_ms": 3245,
"timestamp": "2026-01-01T20:00:59.192629Z",
"value_at_risk_usd": 6582177.18
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 20,
"confidence_threshold": 0.741,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -5.4
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.678",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.967,
"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": 0.49,
"id": "ATLAS-100680",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T11:20:00Z",
"trace_id": "7de09197-6f68-e05e-b10a-5f99b1fb8931"
} | {
"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-HYBRID-0.53"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.552,
"latency_ms": 3071,
"timestamp": "2026-01-01T08:00:53.696584Z",
"value_at_risk_usd": 20728568.61
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 33,
"confidence_threshold": 0.65,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 46.96
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.763",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.901,
"signal_conflicts": [
"temporal_inversion",
"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": 0.601,
"id": "ATLAS-105936",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T02:56:00Z",
"trace_id": "eeff6763-0ee9-2c76-e7b8-cd33570d75c7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.11"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.545,
"latency_ms": 3329,
"timestamp": "2026-01-05T01:43:00.424524Z",
"value_at_risk_usd": 5911665.16
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 25,
"confidence_threshold": 0.84,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -21.25
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.697",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.787,
"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": 0.869,
"id": "ATLAS-103872",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T16:32:00Z",
"trace_id": "675dad4e-dcba-ac25-2c83-1b686d3a1e6c"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.63"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.714,
"latency_ms": 909,
"timestamp": "2026-01-03T15:08:15.326005Z",
"value_at_risk_usd": 16722981.09
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 104,
"confidence_threshold": 0.647,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 51.08
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.805",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.509,
"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": 0.619,
"id": "ATLAS-103980",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T18:20:00Z",
"trace_id": "d8616846-f84d-b8f2-15e9-773f11fd9246"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.48"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.743,
"latency_ms": 1710,
"timestamp": "2026-01-03T18:10:18.678751Z",
"value_at_risk_usd": 7498418.88
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 48,
"confidence_threshold": 0.88,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 35.76
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.705,
"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": 0.576,
"id": "ATLAS-100392",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-01T06:32:00Z",
"trace_id": "3a5479ea-ccda-08bf-5163-2bff2d47cb5a"
} | {
"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-CONSERVATIVE-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.809,
"latency_ms": 1671,
"timestamp": "2026-01-01T06:16:15.022415Z",
"value_at_risk_usd": 19368206.5
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 119,
"confidence_threshold": 0.622,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 7.24
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.786",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.754,
"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": 0.772,
"id": "ATLAS-107430",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-06T03:50:00Z",
"trace_id": "6aa57b1e-7750-afda-059f-254055a2b24a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.86"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.733,
"latency_ms": 3543,
"timestamp": "2026-01-06T03:42:54.378675Z",
"value_at_risk_usd": 7088577.72
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 33,
"confidence_threshold": 0.857,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 24.92
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.76",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.708,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.493,
"id": "ATLAS-108052",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T14:12:00Z",
"trace_id": "86ccd7c0-f93f-e7f4-af46-9065d02f3478"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.38"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.645,
"latency_ms": 2599,
"timestamp": "2026-01-06T12:27:42.726478Z",
"value_at_risk_usd": 238586.19
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 41,
"confidence_threshold": 0.691,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 85.8
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.737",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.558,
"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": 0.48,
"id": "ATLAS-100733",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T12:13:00Z",
"trace_id": "a510e644-70c4-5bc5-152c-17f038954fb9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.51"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.471,
"latency_ms": 2647,
"timestamp": "2026-01-01T08:54:12.894157Z",
"value_at_risk_usd": 13922500.42
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 55,
"confidence_threshold": 0.846,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 0.54
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.648",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.822,
"signal_conflicts": [
"temporal_inversion",
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.886,
"id": "ATLAS-100506",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T08:26:00Z",
"trace_id": "35b49941-842f-c231-ed97-6c7e4ae39c1e"
} | {
"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-0.78"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.68,
"latency_ms": 1114,
"timestamp": "2026-01-01T05:33:33.234471Z",
"value_at_risk_usd": 12839565.18
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 5,
"confidence_threshold": 0.72,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 17.99
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.772",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.777,
"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": 0.669,
"id": "ATLAS-103320",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T07:20:00Z",
"trace_id": "60a24538-c677-93c6-e8af-025244ff0b6b"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.57"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.781,
"latency_ms": 2940,
"timestamp": "2026-01-03T04:57:57.865263Z",
"value_at_risk_usd": 5537789.99
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 51,
"confidence_threshold": 0.904,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 67.3
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.69",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.616,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
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1.0.0-atlas-apex-sample | {
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1.0.0-atlas-apex-sample | {
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1.0.0-atlas-apex-sample | {
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1.0.0-atlas-apex-sample | {
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1.0.0-atlas-apex-sample | {
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1.0.0-atlas-apex-sample | {
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} |
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