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": 0.661,
"id": "ATLAS-100318",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T05:18:00Z",
"trace_id": "bfcd3af7-c23d-d884-ca5f-ccf297266a28"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.62"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.842,
"latency_ms": 3660,
"timestamp": "2026-01-01T02:22:06.312774Z",
"value_at_risk_usd": 13760142.15
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 49,
"confidence_threshold": 0.828,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -27.95
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.724",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.706,
"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": 0.969,
"id": "ATLAS-107245",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T00:45:00Z",
"trace_id": "7d7718a0-9cba-91e6-148e-5eff3d71211b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.43"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.747,
"latency_ms": 807,
"timestamp": "2026-01-05T23:33:05.154311Z",
"value_at_risk_usd": 10356611.58
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 75,
"confidence_threshold": 0.784,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 75.77
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.696",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.753,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.771,
"id": "ATLAS-109428",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T13:08:00Z",
"trace_id": "7fd5358a-28cd-a20f-688c-b9bba56194b8"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.16"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.712,
"latency_ms": 846,
"timestamp": "2026-01-07T10:59:41.891729Z",
"value_at_risk_usd": 9547117.67
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 61,
"confidence_threshold": 0.823,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 91.98
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.725",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.804,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.908,
"id": "ATLAS-109047",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T06:47:00Z",
"trace_id": "ce931ba1-5589-5a31-5452-760a36e43cb6"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.13"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.743,
"latency_ms": 1315,
"timestamp": "2026-01-07T06:31:21.616109Z",
"value_at_risk_usd": 10391526.69
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 103,
"confidence_threshold": 0.782,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 18.36
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.72",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.691,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.713,
"id": "ATLAS-101171",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-01T19:31:00Z",
"trace_id": "6fe52124-d08d-20a1-ffaa-247d6bea0229"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.13"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.592,
"latency_ms": 1852,
"timestamp": "2026-01-01T18:34:08.456191Z",
"value_at_risk_usd": 24081099.28
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 11,
"confidence_threshold": 0.687,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 80.9
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.632",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.901,
"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": 0.618,
"id": "ATLAS-101894",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T07:34:00Z",
"trace_id": "467de972-d7d6-68f0-c76b-7cbf661e40ee"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.76"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.635,
"latency_ms": 855,
"timestamp": "2026-01-02T04:29:06.733716Z",
"value_at_risk_usd": 8535401.47
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 19,
"confidence_threshold": 0.779,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -13.25
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.682",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.624,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.61,
"id": "ATLAS-108251",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T17:31:00Z",
"trace_id": "c0a2091c-ed27-a5c9-1a29-3cb978829018"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.49"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.778,
"latency_ms": 2953,
"timestamp": "2026-01-06T16:37:00.419042Z",
"value_at_risk_usd": 1462208.33
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 39,
"confidence_threshold": 0.674,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 43.82
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.82",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.894,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.502,
"id": "ATLAS-109599",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-07T15:59:00Z",
"trace_id": "65c100f5-6f1c-bc7a-9aa4-49f8371f1778"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"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": 0.654,
"latency_ms": 1615,
"timestamp": "2026-01-07T15:56:23.495585Z",
"value_at_risk_usd": 3230080.84
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 50,
"confidence_threshold": 0.822,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 10
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.76",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.746,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.735,
"id": "ATLAS-105657",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-04T22:17:00Z",
"trace_id": "b73680a6-6252-e753-cfb5-ae8ec8199471"
} | {
"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-0.42"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.871,
"latency_ms": 2322,
"timestamp": "2026-01-04T18:36:30.659991Z",
"value_at_risk_usd": 20128195.86
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 82,
"confidence_threshold": 0.817,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -7.08
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.703",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.519,
"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": 0.669,
"id": "ATLAS-101097",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-01T18:17:00Z",
"trace_id": "d09b957c-5640-bf44-c856-1c784ad0f817"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.69"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.874,
"latency_ms": 2951,
"timestamp": "2026-01-01T18:02:44.957122Z",
"value_at_risk_usd": 17331255.33
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 21,
"confidence_threshold": 0.561,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 51.03
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.701",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.697,
"signal_conflicts": [
"fidelity_mismatch",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.702,
"id": "ATLAS-103613",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T12:13:00Z",
"trace_id": "f33c6191-b8c0-108d-2934-7ec3577aa1b8"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.33"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.858,
"latency_ms": 3142,
"timestamp": "2026-01-03T08:45:56.213863Z",
"value_at_risk_usd": 13043790.24
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 132,
"confidence_threshold": 0.899,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 6
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.712",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.577,
"signal_conflicts": [
"fidelity_mismatch",
"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": 0.405,
"id": "ATLAS-100749",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-01T12:29:00Z",
"trace_id": "c18f8d47-c4df-0d2f-058b-c7ea46f8aa1d"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.35"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.644,
"latency_ms": 2677,
"timestamp": "2026-01-01T11:37:05.107506Z",
"value_at_risk_usd": 22383701.83
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 12,
"confidence_threshold": 0.801,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 67.79
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.791",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.55,
"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": 0.927,
"id": "ATLAS-105933",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T02:53:00Z",
"trace_id": "e4799bf2-4dd5-d316-7793-bf843ac9ebe3"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.67"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.771,
"latency_ms": 995,
"timestamp": "2026-01-05T01:23:41.454757Z",
"value_at_risk_usd": 3223840.31
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 116,
"confidence_threshold": 0.8,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -16.44
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.742",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.55,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
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"timestamp": "2026-01-02T22:02:21.222959Z",
"value_at_risk_usd": 17260053.04
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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} | {
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.864,
"id": "ATLAS-109634",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T16:34:00Z",
"trace_id": "ca470c58-e203-b1db-dda0-82057ca86a9f"
} | {
"agent_type": "Orchestrator",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.54"
} | [
{
"data_source": "health_telemetry_bus",
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"fidelity_score": 0.928,
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"timestamp": "2026-01-07T16:10:19.042462Z",
"value_at_risk_usd": 20433633.54
},
{
"data_source": "simulation_twin",
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"primary_objective": "restore_service_with_minimal_disruption",
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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": 0.47,
"id": "ATLAS-102364",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-02T15:24:00Z",
"trace_id": "13e5461f-250e-849b-e51d-1f8e66ee16ef"
} | {
"agent_type": "AI_Scientist",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.11"
} | [
{
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"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
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"latency_ms": 3707,
"timestamp": "2026-01-02T14:54:30.438940Z",
"value_at_risk_usd": 789999.14
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"confidence_threshold": 0.714,
"counterfactual_considered": true,
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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"predictive_fidelity": 0.801,
"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": 0.945,
"id": "ATLAS-104341",
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"strategic_value": "low",
"timestamp": "2026-01-04T00:21:00Z",
"trace_id": "c8d15130-e18a-8432-8f51-cefa59d02a51"
} | {
"agent_type": "Trading_Agent",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.57"
} | [
{
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"timestamp": "2026-01-04T00:11:31.998745Z",
"value_at_risk_usd": 3846451.79
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"counterfactual_considered": false,
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} | {
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.548,
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"outcome": "escalated_to_human",
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"timestamp": "2026-01-06T18:47:00Z",
"trace_id": "95b1d2de-d532-9240-e766-3b8f45765150"
} | {
"agent_type": "Orchestrator",
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],
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"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.42"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
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"timestamp": "2026-01-06T18:01:10.866201Z",
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},
{
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"domain... | {
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"counterfactual_considered": true,
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"primary_objective": "restore_service_with_minimal_disruption",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.707,
"signal_conflicts": []
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.574,
"id": "ATLAS-101976",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-02T08:56:00Z",
"trace_id": "05574208-bd54-b5ef-1eba-3186931bbf4d"
} | {
"agent_type": "AI_Scientist",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.17"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.961,
"latency_ms": 1760,
"timestamp": "2026-01-02T07:01:54.453474Z",
"value_at_risk_usd": 16185562.59
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.696,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 37.43
} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.929,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
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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": 0.518,
"id": "ATLAS-104893",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-04T09:33:00Z",
"trace_id": "11744cd6-f622-6dff-9a47-d90aef819988"
} | {
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.55"
} | [
{
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"fidelity_score": 0.912,
"latency_ms": 557,
"timestamp": "2026-01-04T08:02:38.492112Z",
"value_at_risk_usd": 2082142
},
{
"data_source": "demand_forecaster",
"domain": "ec... | {
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"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
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} | {
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} | {
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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": 0.674,
"id": "ATLAS-100503",
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"strategic_value": "medium",
"timestamp": "2026-01-01T08:23:00Z",
"trace_id": "cd3a9adb-24ca-da76-0143-a2814bcd9c1e"
} | {
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.26"
} | [
{
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"domain": "biotech",
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"fidelity_score": 0.961,
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"timestamp": "2026-01-01T06:55:02.250548Z",
"value_at_risk_usd": 23170092.29
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"confidence_threshold": 0.768,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -27.88
} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.893,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.595,
"id": "ATLAS-101274",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T21:14:00Z",
"trace_id": "1aee17e9-cce1-20ce-29f0-8c1d63ba5ebf"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.33"
} | [
{
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"timestamp": "2026-01-01T19:02:29.734676Z",
"value_at_risk_usd": 6608714.56
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"confidence_threshold": 0.849,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.538,
"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": 0.598,
"id": "ATLAS-106358",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-05T09:58:00Z",
"trace_id": "4292daf6-4361-f6e3-1254-e8a220e6d354"
} | {
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"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.31"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
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"fidelity_score": 0.886,
"latency_ms": 834,
"timestamp": "2026-01-05T07:01:41.625470Z",
"value_at_risk_usd": 19659880.05
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"confidence_threshold": 0.835,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "exploit_cross_domain_signal_lead_time",
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} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.715",
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"predictive_fidelity": 0.956,
"signal_conflicts": [
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]
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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