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": 0.596,
"id": "ATLAS-103947",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T17:47:00Z",
"trace_id": "ebd31ebb-a31b-10d1-9c6b-0f4dffd6aa60"
} | {
"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-EXPLOIT-0.41"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.504,
"latency_ms": 609,
"timestamp": "2026-01-03T17:35:24.770343Z",
"value_at_risk_usd": 16704265.34
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 82,
"confidence_threshold": 0.584,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 5.55
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.709",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.705,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"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": 0.461,
"id": "ATLAS-107945",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T12:25:00Z",
"trace_id": "f03b1523-0ae7-e239-fad3-ac2413a715ca"
} | {
"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-EXPLOIT-0.88"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.975,
"latency_ms": 3310,
"timestamp": "2026-01-06T08:26:07.700316Z",
"value_at_risk_usd": 8614277.77
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 49,
"confidence_threshold": 0.792,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 3.5
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.737",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.906,
"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": 0.968,
"id": "ATLAS-105583",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T21:03:00Z",
"trace_id": "edfd80d7-8d35-b936-cedc-ae6b8de4483e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.25"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.459,
"latency_ms": 1917,
"timestamp": "2026-01-04T17:30:25.386120Z",
"value_at_risk_usd": 14832395.93
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 56,
"confidence_threshold": 0.713,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 35.25
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.708",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.779,
"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": 0.691,
"id": "ATLAS-109094",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-07T07:34:00Z",
"trace_id": "cdb04441-f52a-d3a0-d26f-901c4180b421"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.32"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.755,
"latency_ms": 1933,
"timestamp": "2026-01-07T06:46:41.478409Z",
"value_at_risk_usd": 8415924.62
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 94,
"confidence_threshold": 0.895,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 30.06
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.741",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.626,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.562,
"id": "ATLAS-103561",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-03T11:21:00Z",
"trace_id": "8abad6fd-39fd-a214-4a3b-c392c2ad5365"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.13"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.884,
"latency_ms": 3622,
"timestamp": "2026-01-03T08:57:02.920984Z",
"value_at_risk_usd": 6304166.88
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 60,
"confidence_threshold": 0.571,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 5.28
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.693",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.721,
"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": 0.564,
"id": "ATLAS-103525",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T10:45:00Z",
"trace_id": "e24e6d9f-496b-56da-3ba5-74f32535f499"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.978,
"latency_ms": 3716,
"timestamp": "2026-01-03T10:21:11.611173Z",
"value_at_risk_usd": 3516829.97
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 85,
"confidence_threshold": 0.772,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 77.3
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.684",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.942,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.554,
"id": "ATLAS-102578",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-02T18:58:00Z",
"trace_id": "6649963e-7d2b-f491-a191-a744d5dec577"
} | {
"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-0.12"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.655,
"latency_ms": 969,
"timestamp": "2026-01-02T16:37:30.955929Z",
"value_at_risk_usd": 13798573.39
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 50,
"confidence_threshold": 0.906,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 85.7
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.811",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.816,
"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": 0.657,
"id": "ATLAS-101105",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T18:25:00Z",
"trace_id": "185e3ce4-d80a-3b2b-5fb9-21af68316ce5"
} | {
"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-0.27"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.915,
"latency_ms": 3963,
"timestamp": "2026-01-01T14:55:39.374877Z",
"value_at_risk_usd": 523674.5
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 23,
"confidence_threshold": 0.565,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 45.02
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.798",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.525,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"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": 0.472,
"id": "ATLAS-101323",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T22:03:00Z",
"trace_id": "5fb0abd2-0dc9-ff83-ddb1-2a8c603e75db"
} | {
"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-HYBRID-0.49"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.546,
"latency_ms": 3783,
"timestamp": "2026-01-01T19:05:04.890400Z",
"value_at_risk_usd": 22794905.58
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 11,
"confidence_threshold": 0.665,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 2.62
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.581",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.639,
"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": 0.701,
"id": "ATLAS-108824",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-07T03:04:00Z",
"trace_id": "acb85df7-a70c-68d0-bb58-fb932f994d02"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.24"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.532,
"latency_ms": 1348,
"timestamp": "2026-01-06T23:28:38.612846Z",
"value_at_risk_usd": 1775124.2
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 132,
"confidence_threshold": 0.919,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 39.56
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.695",
"cross_domain_signal_count": 3,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.585,
"id": "ATLAS-106006",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T04:06:00Z",
"trace_id": "a3338a8f-3e2c-fe34-0afe-de9eb48b31b2"
} | {
"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-EXPLOIT-0.31"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.937,
"latency_ms": 2136,
"timestamp": "2026-01-05T02:15:21.314459Z",
"value_at_risk_usd": 12490696.41
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 41,
"confidence_threshold": 0.6,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 35.64
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.743",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.7,
"signal_conflicts": [
"temporal_inversion",
"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": 0.479,
"id": "ATLAS-101860",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-02T07:00:00Z",
"trace_id": "e2f5180d-c389-3681-4298-4fae162b8043"
} | {
"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-CONSERVATIVE-0.64"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.845,
"latency_ms": 52,
"timestamp": "2026-01-02T06:43:52.524148Z",
"value_at_risk_usd": 8335277.56
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 54,
"confidence_threshold": 0.862,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -13.85
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.743",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.664,
"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": 0.91,
"id": "ATLAS-101796",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-02T05:56:00Z",
"trace_id": "d993ddaf-a8d5-d066-1747-bfe55f4a56fc"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.19"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.493,
"latency_ms": 2784,
"timestamp": "2026-01-02T04:51:12.190665Z",
"value_at_risk_usd": 19728563.26
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 81,
"confidence_threshold": 0.795,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 66.41
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.763",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.771,
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"latency_ms": 2160,
"timestamp": "2026-01-07T03:46:51.404724Z",
"value_at_risk_usd": 12064474.95
},
{
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"domain"... | {
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"confidence_threshold": 0.616,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -10.07
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.789",
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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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.98,
"id": "ATLAS-100524",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T08:44:00Z",
"trace_id": "e04cbe7a-1285-c5f5-f6fe-34c8bf7c4122"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.58"
} | [
{
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"domain": "biotech",
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"latency_ms": 1106,
"timestamp": "2026-01-01T07:27:04.199618Z",
"value_at_risk_usd": 14085977.1
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
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"value_at_risk_divergence"
]
} | {
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"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": 0.694,
"id": "ATLAS-103170",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-03T04:50:00Z",
"trace_id": "55bd7483-4a7b-a815-44c0-be44b392328a"
} | {
"agent_type": "AI_Scientist",
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"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.2"
} | [
{
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"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.973,
"latency_ms": 2569,
"timestamp": "2026-01-03T03:58:16.109199Z",
"value_at_risk_usd": 10761576.95
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.839,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -3.73
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.768",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.803,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
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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": 0.884,
"id": "ATLAS-100104",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T01:44:00Z",
"trace_id": "08018e83-df9d-3910-2dbb-45bd2138e2e6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.19"
} | [
{
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"fidelity_score": 0.915,
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"timestamp": "2026-01-01T00:32:02.015533Z",
"value_at_risk_usd": 14969005.21
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.575,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 52.24
} | {
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"cross_domain_signal_count": 4,
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.631,
"id": "ATLAS-102946",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T01:06:00Z",
"trace_id": "66452877-138b-64f3-8542-51db41a5e08f"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
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"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.57"
} | [
{
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"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
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"timestamp": "2026-01-02T23:53:34.827828Z",
"value_at_risk_usd": 1112328.37
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.963,
"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": 0.452,
"id": "ATLAS-101902",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T07:42:00Z",
"trace_id": "cf27cf03-6a7d-c5c5-3b24-56290e43d1f5"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.74"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
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"fidelity_score": 0.877,
"latency_ms": 2218,
"timestamp": "2026-01-02T06:33:19.503449Z",
"value_at_risk_usd": 9132031.33
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.911,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 45.83
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.759",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.901,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"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": 0.525,
"id": "ATLAS-105555",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T20:35:00Z",
"trace_id": "5157f7ba-9653-1ca2-f18f-82e935012d3f"
} | {
"agent_type": "Trading_Agent",
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.27"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.507,
"latency_ms": 1719,
"timestamp": "2026-01-04T20:06:06.359337Z",
"value_at_risk_usd": 10934128.27
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"confidence_threshold": 0.895,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 83.77
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.665",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.929,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"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": 0.928,
"id": "ATLAS-102756",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-02T21:56:00Z",
"trace_id": "20c54c30-1d43-1b1e-57df-f74c593ef33f"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.69"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.989,
"latency_ms": 1125,
"timestamp": "2026-01-02T21:38:17.175783Z",
"value_at_risk_usd": 10912487.93
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.621,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 78.87
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.701",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.54,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"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": 0.529,
"id": "ATLAS-109835",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T19:55:00Z",
"trace_id": "6f0ad3a3-abcb-a4a8-6969-1228a4504071"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.31"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.872,
"latency_ms": 1900,
"timestamp": "2026-01-07T17:45:00.049019Z",
"value_at_risk_usd": 2987319.63
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.658,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -2.72
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.696",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.51,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
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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": 0.936,
"id": "ATLAS-109871",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T20:31:00Z",
"trace_id": "03910f8e-beff-a00f-aff1-668e2fd223f2"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.47"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.712,
"latency_ms": 3471,
"timestamp": "2026-01-07T19:21:08.957409Z",
"value_at_risk_usd": 15095630.39
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 51,
"confidence_threshold": 0.785,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -3.79
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.686",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.717,
"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": "distributed_system_coordination",
"synthetic": true
} |
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