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": 0.695,
"id": "ATLAS-103879",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-03T16:39:00Z",
"trace_id": "d18c94e8-f88d-c0f4-1229-2c3dadb59cbd"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.46"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.966,
"latency_ms": 2735,
"timestamp": "2026-01-03T13:14:20.544789Z",
"value_at_risk_usd": 21157310.69
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 130,
"confidence_threshold": 0.64,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 84.03
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.656",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.509,
"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": 0.405,
"id": "ATLAS-100038",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-01T00:38:00Z",
"trace_id": "e1e89e7e-2249-8f66-6e51-484d1b84edc3"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.68"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.584,
"latency_ms": 416,
"timestamp": "2025-12-31T23:32:56.542031Z",
"value_at_risk_usd": 6690454.5
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 15,
"confidence_threshold": 0.656,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 20.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.659",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.591,
"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": 0.657,
"id": "ATLAS-106253",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T08:13:00Z",
"trace_id": "9053dbed-f46f-3b06-a67a-f9ec53a4f113"
} | {
"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-0.1"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.466,
"latency_ms": 1505,
"timestamp": "2026-01-05T06:16:19.371234Z",
"value_at_risk_usd": 12972100.06
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 52,
"confidence_threshold": 0.551,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 48.44
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.728",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.798,
"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": 0.894,
"id": "ATLAS-102139",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T11:39:00Z",
"trace_id": "d0e30d66-f3d6-8586-4358-225f3e612755"
} | {
"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-EXPLOIT-0.72"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.488,
"latency_ms": 770,
"timestamp": "2026-01-02T09:30:14.819668Z",
"value_at_risk_usd": 5320693.07
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 4,
"confidence_threshold": 0.734,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 3.47
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.635",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.71,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.497,
"id": "ATLAS-101928",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-02T08:08:00Z",
"trace_id": "79e21428-8bc6-9dd0-bcca-077e8b3958d3"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.29"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.947,
"latency_ms": 2424,
"timestamp": "2026-01-02T05:09:45.563700Z",
"value_at_risk_usd": 7039905.32
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 110,
"confidence_threshold": 0.793,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 34.22
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.782",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.967,
"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": 0.85,
"id": "ATLAS-109588",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T15:48:00Z",
"trace_id": "67183146-ce04-18b2-8ed1-968185cf8aa3"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.69"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.669,
"latency_ms": 818,
"timestamp": "2026-01-07T15:12:18.138283Z",
"value_at_risk_usd": 6733744.54
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 94,
"confidence_threshold": 0.718,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 13.77
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.729",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.562,
"signal_conflicts": [
"temporal_inversion",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.681,
"id": "ATLAS-109300",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T11:00:00Z",
"trace_id": "7a543d36-391e-994d-2159-9a8f56a5e814"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.5"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.605,
"latency_ms": 466,
"timestamp": "2026-01-07T09:10:20.589613Z",
"value_at_risk_usd": 8902632.58
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 50,
"confidence_threshold": 0.871,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 55.31
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.765",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.636,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.972,
"id": "ATLAS-106482",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-05T12:02:00Z",
"trace_id": "6dba81c5-94a9-0643-3575-f403b1a87831"
} | {
"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-0.2"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.721,
"latency_ms": 1363,
"timestamp": "2026-01-05T11:51:18.661842Z",
"value_at_risk_usd": 22912560.94
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 6,
"confidence_threshold": 0.617,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 34.1
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.67",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.947,
"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": 0.476,
"id": "ATLAS-107987",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T13:07:00Z",
"trace_id": "91f5b269-73af-f3c8-7b63-816c916de059"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.28"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.605,
"latency_ms": 1460,
"timestamp": "2026-01-06T11:48:30.541908Z",
"value_at_risk_usd": 21563086.34
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 51,
"confidence_threshold": 0.787,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 5.01
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.684",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.863,
"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": 0.53,
"id": "ATLAS-103435",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-03T09:15:00Z",
"trace_id": "7bc49a24-c08c-79a6-3e52-14aed9e40c4e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.693,
"latency_ms": 1103,
"timestamp": "2026-01-03T09:03:09.699618Z",
"value_at_risk_usd": 12108387.49
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 9,
"confidence_threshold": 0.775,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 78.71
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.684",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.629,
"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": 0.892,
"id": "ATLAS-100691",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-01T11:31:00Z",
"trace_id": "7d8a9290-046b-f9fa-5d9a-9ab5fd3e1a29"
} | {
"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-0.58"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.552,
"latency_ms": 1663,
"timestamp": "2026-01-01T08:52:15.582257Z",
"value_at_risk_usd": 14462067.82
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 70,
"confidence_threshold": 0.903,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -4.06
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.712",
"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": 0.521,
"id": "ATLAS-100907",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-01T15:07:00Z",
"trace_id": "b10e7dd6-bf05-413e-9f53-1cc0dd8e57f3"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.8"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.743,
"latency_ms": 757,
"timestamp": "2026-01-01T11:12:10.302531Z",
"value_at_risk_usd": 19371092.73
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 145,
"confidence_threshold": 0.684,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -26.94
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.651",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.886,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.425,
"id": "ATLAS-102916",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T00:36:00Z",
"trace_id": "4d74795a-018e-c588-554f-1ae8cd72cfdf"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.64"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.5,
"latency_ms": 1958,
"timestamp": "2026-01-02T21:09:25.592880Z",
"value_at_risk_usd": 4873789.66
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 82,
"confidence_threshold": 0.883,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 79.29
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.776",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.869,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
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} | [
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{
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} | {
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} | {
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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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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-06T09:56:00Z",
"trace_id": "0a146552-71f3-6a22-0181-40bd89fb307b"
} | {
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "86c8a705-aa7f-8f77-e133-288b829c7fa5"
} | {
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} | [
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},
{
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... | {
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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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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-01T15:58:00Z",
"trace_id": "cdf41c76-0556-37fc-67e7-6c9860e32c14"
} | {
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} | [
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},
{
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... | {
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-01T03:52:00Z",
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} | {
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "bda39746-7969-7294-9958-a045dbad4200"
} | {
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],
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} | [
{
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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-03T08:01:00Z",
"trace_id": "8afcb9ac-77a1-92bf-4975-34f0c8ac164b"
} | {
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "c8d8e631-e65c-b372-d719-90246c09f3f0"
} | {
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} | [
{
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"value_at_risk_usd": 10734714.23
},
{
"data_source": "wetlab_protocol",
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} | {
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} | {
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],
"scenario_class": "autonomous_scientific_discovery",
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} |
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