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": 0.458,
"id": "ATLAS-103260",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T06:20:00Z",
"trace_id": "b8eeae5c-545e-a2d4-d219-69b4c16c5b93"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.52"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.509,
"latency_ms": 1053,
"timestamp": "2026-01-03T04:39:22.531598Z",
"value_at_risk_usd": 13457686.96
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 61,
"confidence_threshold": 0.726,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 4.26
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.705",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.539,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.628,
"id": "ATLAS-109269",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T10:29:00Z",
"trace_id": "5cd78d1f-8505-e2a4-0ad8-2fe271b5cd1b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.57"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.462,
"latency_ms": 597,
"timestamp": "2026-01-07T09:04:25.326596Z",
"value_at_risk_usd": 17280365.66
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 90,
"confidence_threshold": 0.632,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 87.76
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.615",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.806,
"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": 0.52,
"id": "ATLAS-105480",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-04T19:20:00Z",
"trace_id": "36852758-3944-3ba9-1573-dc77b815a451"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.4"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.655,
"latency_ms": 3422,
"timestamp": "2026-01-04T17:24:56.332073Z",
"value_at_risk_usd": 2892473.54
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 34,
"confidence_threshold": 0.645,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 7.43
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.677",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.625,
"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": 0.494,
"id": "ATLAS-109478",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T13:58:00Z",
"trace_id": "948aeb4e-827d-ace4-6a9b-b8d224edc41d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.19"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.871,
"latency_ms": 792,
"timestamp": "2026-01-07T13:54:15.249336Z",
"value_at_risk_usd": 17300481.81
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 80,
"confidence_threshold": 0.715,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 94.62
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.846",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.564,
"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": 0.468,
"id": "ATLAS-106070",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-05T05:10:00Z",
"trace_id": "220c7fa0-bed1-3021-e235-462200b5c2ad"
} | {
"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-0.77"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.698,
"latency_ms": 1948,
"timestamp": "2026-01-05T02:18:35.994062Z",
"value_at_risk_usd": 16274582.44
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 43,
"confidence_threshold": 0.597,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 70.22
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.694",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.749,
"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": 0.552,
"id": "ATLAS-108217",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T16:57:00Z",
"trace_id": "719a2e91-979b-e43b-012e-fbfc885aa21a"
} | {
"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-HYBRID-0.69"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.569,
"latency_ms": 584,
"timestamp": "2026-01-06T13:06:47.919579Z",
"value_at_risk_usd": 12247076.4
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 9,
"confidence_threshold": 0.675,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 59.6
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.738",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.557,
"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": 0.708,
"id": "ATLAS-100194",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T03:14:00Z",
"trace_id": "6714272a-d981-5a41-e1cc-233c9838d168"
} | {
"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-0.57"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.646,
"latency_ms": 1386,
"timestamp": "2026-01-01T01:25:06.141180Z",
"value_at_risk_usd": 16006236.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 144,
"confidence_threshold": 0.908,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 59.15
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.801",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.567,
"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": 0.908,
"id": "ATLAS-108605",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T23:25:00Z",
"trace_id": "9245493d-5f5a-194d-9101-3806be37a818"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.33"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.671,
"latency_ms": 1553,
"timestamp": "2026-01-06T20:41:25.674513Z",
"value_at_risk_usd": 2078557.35
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 58,
"confidence_threshold": 0.851,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 83.64
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.706",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.883,
"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": 0.947,
"id": "ATLAS-100916",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-01T15:16:00Z",
"trace_id": "09eb1f58-3fa5-7034-b862-e24aef7c6701"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.18"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.831,
"latency_ms": 3429,
"timestamp": "2026-01-01T14:21:00.709166Z",
"value_at_risk_usd": 23151754.59
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 59,
"confidence_threshold": 0.664,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -13.71
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.69",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.731,
"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": 0.455,
"id": "ATLAS-101750",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T05:10:00Z",
"trace_id": "7e90d851-cc13-6fb5-a0aa-bc5290bb28ed"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.5"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.874,
"latency_ms": 1861,
"timestamp": "2026-01-02T02:11:01.573033Z",
"value_at_risk_usd": 22270593.4
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 28,
"confidence_threshold": 0.733,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 30.68
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.768",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.695,
"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": 0.666,
"id": "ATLAS-100247",
"outcome": "rolled_back",
"strategic_value": "transformative",
"timestamp": "2026-01-01T04:07:00Z",
"trace_id": "77fc562b-9ffe-3709-0fa4-c293183f36db"
} | {
"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-AGGRESSIVE-0.23"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.596,
"latency_ms": 1340,
"timestamp": "2026-01-01T02:48:54.548589Z",
"value_at_risk_usd": 22006253.68
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 71,
"confidence_threshold": 0.585,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 13.12
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.727",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.591,
"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": 0.806,
"id": "ATLAS-106402",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-05T10:42:00Z",
"trace_id": "5a8f3435-302d-9725-d5f4-33bf55556ae6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.76"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.968,
"latency_ms": 929,
"timestamp": "2026-01-05T10:34:33.019194Z",
"value_at_risk_usd": 6259479.42
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 13,
"confidence_threshold": 0.655,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 10.13
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.845",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.713,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.516,
"id": "ATLAS-108645",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T00:05:00Z",
"trace_id": "6121ec56-5604-cdae-ad3d-815a0c711f2f"
} | {
"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-HYBRID-0.73"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.637,
"latency_ms": 3921,
"timestamp": "2026-01-06T23:25:26.683182Z",
"value_at_risk_usd": 11644073.23
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 25,
"confidence_threshold": 0.817,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 78.2
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.703",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.649,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
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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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} | {
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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": "2026-01-01T07:40:00Z",
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} | {
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} | [
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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "5bc728b0-bf36-c23e-fb0b-f56e000ff833"
} | {
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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": "2026-01-03T03:39:00Z",
"trace_id": "583ec304-8f4e-5c4d-b1de-fc1f7500769a"
} | {
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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": "2026-01-03T15:24:00Z",
"trace_id": "a9b049d5-2378-402b-9e41-d55ba36d4da8"
} | {
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} | [
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"timestamp": "2026-01-03T12:28:00.516445Z",
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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": "2026-01-02T09:18:00Z",
"trace_id": "8ae5e91d-3a44-b015-c391-b487da79f51f"
} | {
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],
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} | [
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"timestamp": "2026-01-02T06:08:23.163767Z",
"value_at_risk_usd": 1244030.75
},
{
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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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"id": "ATLAS-101602",
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"timestamp": "2026-01-02T02:42:00Z",
"trace_id": "22bab7c3-9326-efcb-49fa-ff7dfcd3a383"
} | {
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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": "2026-01-02T10:46:00Z",
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} | {
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} | [
{
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"timestamp": "2026-01-02T08:18:04.665126Z",
"value_at_risk_usd": 13885278.68
},
{
"data_source": "wetlab_protocol",
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} | {
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} | {
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"reinforcement_learning",
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],
"scenario_class": "autonomous_scientific_discovery",
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} |
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