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": 0.662,
"id": "ATLAS-104824",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T08:24:00Z",
"trace_id": "f6f9e67d-f150-0311-b9ee-71e05c1128b1"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.79"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.787,
"latency_ms": 948,
"timestamp": "2026-01-04T05:45:42.061237Z",
"value_at_risk_usd": 12070101.81
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 28,
"confidence_threshold": 0.866,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 25.27
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.664",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.547,
"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": 0.41,
"id": "ATLAS-105426",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-04T18:26:00Z",
"trace_id": "5fb9786f-dd65-a275-8c9f-74e673447bac"
} | {
"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-HYBRID-0.49"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.794,
"latency_ms": 271,
"timestamp": "2026-01-04T15:30:11.923383Z",
"value_at_risk_usd": 9227997.27
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 118,
"confidence_threshold": 0.625,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 41.45
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.729",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.716,
"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": 0.798,
"id": "ATLAS-105385",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-04T17:45:00Z",
"trace_id": "4de16154-3d56-d124-ac3b-528d557efe24"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.636,
"latency_ms": 2141,
"timestamp": "2026-01-04T17:41:37.267226Z",
"value_at_risk_usd": 23447029.33
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 11,
"confidence_threshold": 0.742,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 94.67
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.661",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.604,
"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": 0.43,
"id": "ATLAS-104638",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T05:18:00Z",
"trace_id": "b64abd7d-e7e6-04d9-1e14-809b9634f34a"
} | {
"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-0.69"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.892,
"latency_ms": 3022,
"timestamp": "2026-01-04T04:17:13.313088Z",
"value_at_risk_usd": 23050223.78
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.702,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 51.39
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.745",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.613,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"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": 0.623,
"id": "ATLAS-101328",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T22:08:00Z",
"trace_id": "b0171e20-87f6-cc62-b0a0-ad7c3c4b1b15"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.46"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.545,
"latency_ms": 3253,
"timestamp": "2026-01-01T21:19:08.831333Z",
"value_at_risk_usd": 24320462.26
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 23,
"confidence_threshold": 0.784,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 13.8
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.729",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.662,
"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": 0.434,
"id": "ATLAS-106321",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T09:21:00Z",
"trace_id": "f7a20eab-31de-7d5d-911f-582da33a2649"
} | {
"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-CONSERVATIVE-0.59"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.831,
"latency_ms": 1524,
"timestamp": "2026-01-05T08:24:04.110509Z",
"value_at_risk_usd": 22206128.75
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 79,
"confidence_threshold": 0.819,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 32.42
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.616",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.69,
"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": 0.726,
"id": "ATLAS-107336",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T02:16:00Z",
"trace_id": "8077f700-f159-07fb-6d27-aa98eac3b9c1"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.72"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.593,
"latency_ms": 1510,
"timestamp": "2026-01-05T23:37:19.662469Z",
"value_at_risk_usd": 3171686.41
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 59,
"confidence_threshold": 0.692,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -21.11
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.673",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.786,
"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": 0.88,
"id": "ATLAS-100986",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T16:26:00Z",
"trace_id": "05c2d34d-a979-0968-a342-93218eb4e2b4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.47"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.598,
"latency_ms": 3504,
"timestamp": "2026-01-01T13:45:43.178245Z",
"value_at_risk_usd": 17244633.48
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 36,
"confidence_threshold": 0.915,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 5.65
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.693",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.858,
"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": 0.787,
"id": "ATLAS-101205",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-01T20:05:00Z",
"trace_id": "f6690adf-9ec5-fb4c-f19d-95a70f6e1a61"
} | {
"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-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.48,
"latency_ms": 283,
"timestamp": "2026-01-01T19:37:26.701925Z",
"value_at_risk_usd": 9488954.56
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 88,
"confidence_threshold": 0.786,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 60.6
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.647",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.763,
"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": 0.591,
"id": "ATLAS-103617",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T12:17:00Z",
"trace_id": "736e3b43-6451-d705-2eca-a8741b8bdb55"
} | {
"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-0.28"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.894,
"latency_ms": 1133,
"timestamp": "2026-01-03T11:06:53.221079Z",
"value_at_risk_usd": 23184356.25
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 5,
"confidence_threshold": 0.872,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -4.85
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.705",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.697,
"signal_conflicts": [
"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": 0.794,
"id": "ATLAS-100778",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-01T12:58:00Z",
"trace_id": "e00fa28c-405c-1d50-a356-2ae740d945ad"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.43"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.631,
"latency_ms": 760,
"timestamp": "2026-01-01T09:03:57.433097Z",
"value_at_risk_usd": 13236790.99
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 18,
"confidence_threshold": 0.839,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 87.17
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.753",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.843,
"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": 0.539,
"id": "ATLAS-103581",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T11:41:00Z",
"trace_id": "e9cbdd5e-2cb5-c186-19ea-07b450dd9b92"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.1"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.738,
"latency_ms": 1908,
"timestamp": "2026-01-03T10:32:12.820963Z",
"value_at_risk_usd": 24154082.55
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 12,
"confidence_threshold": 0.565,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 7.06
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.82",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.576,
"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": 0.781,
"id": "ATLAS-106932",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T19:32:00Z",
"trace_id": "c7c99d50-b5aa-ee93-0da6-cfe44cf835d4"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.12"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.643,
"latency_ms": 1864,
"timestamp": "2026-01-05T19:15:12.907611Z",
"value_at_risk_usd": 21925059.72
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 30,
"confidence_threshold": 0.572,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 23.92
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.79,
"signal_conflicts": []
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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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1.0.0-atlas-apex-sample | {
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} | {
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} | [
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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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