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": 0.672,
"id": "ATLAS-108692",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-07T00:52:00Z",
"trace_id": "a4a71168-a7d9-d679-b6ee-fffb638bec3e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.63"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.468,
"latency_ms": 2212,
"timestamp": "2026-01-06T21:54:31.067128Z",
"value_at_risk_usd": 24506550.66
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 19,
"confidence_threshold": 0.596,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 91.05
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.63",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.551,
"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": 0.553,
"id": "ATLAS-103629",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T12:29:00Z",
"trace_id": "c93b98e7-77b4-bfaa-1c38-b351392d264d"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.26"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.488,
"latency_ms": 2414,
"timestamp": "2026-01-03T08:46:37.633799Z",
"value_at_risk_usd": 1000809.14
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 50,
"confidence_threshold": 0.579,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 78.43
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.692",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.502,
"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": 0.863,
"id": "ATLAS-108072",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T14:32:00Z",
"trace_id": "1091d20c-4002-9360-9640-add058df7194"
} | {
"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-0.38"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.844,
"latency_ms": 2079,
"timestamp": "2026-01-06T13:21:56.096977Z",
"value_at_risk_usd": 19967537.35
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 53,
"confidence_threshold": 0.792,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -25.73
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.707",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.666,
"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": 0.902,
"id": "ATLAS-101642",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-02T03:22:00Z",
"trace_id": "ec41d19b-832a-e4fd-04d2-c6d52f2a3542"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.38"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.836,
"latency_ms": 3267,
"timestamp": "2026-01-01T23:52:48.044371Z",
"value_at_risk_usd": 10977764.85
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 71,
"confidence_threshold": 0.744,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 6.62
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.73",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.683,
"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": 0.817,
"id": "ATLAS-100799",
"outcome": "escalated_to_human",
"strategic_value": "transformative",
"timestamp": "2026-01-01T13:19:00Z",
"trace_id": "d484cc45-4cd7-04db-f5fb-1202f426cced"
} | {
"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-AGGRESSIVE-0.39"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.695,
"latency_ms": 3619,
"timestamp": "2026-01-01T10:12:43.830678Z",
"value_at_risk_usd": 16524258.95
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 98,
"confidence_threshold": 0.879,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 48.12
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.698",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.832,
"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": 0.817,
"id": "ATLAS-103323",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T07:23:00Z",
"trace_id": "8edd4eb8-7fc9-21ef-f218-a8c3c9f59fb8"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.16"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.526,
"latency_ms": 3790,
"timestamp": "2026-01-03T05:15:48.712380Z",
"value_at_risk_usd": 5129954.02
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.78,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -18.56
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.649",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.696,
"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": 0.927,
"id": "ATLAS-103344",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T07:44:00Z",
"trace_id": "20831838-5910-f757-ed6d-fdb60f381edc"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.22"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.664,
"latency_ms": 119,
"timestamp": "2026-01-03T06:34:51.374300Z",
"value_at_risk_usd": 6507076.51
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 27,
"confidence_threshold": 0.84,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -25.8
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.593",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.857,
"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": 0.557,
"id": "ATLAS-102049",
"outcome": "escalated_to_human",
"strategic_value": "low",
"timestamp": "2026-01-02T10:09:00Z",
"trace_id": "7c127e96-cd46-d111-2304-79e3ad7ce00b"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.33"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.582,
"latency_ms": 2134,
"timestamp": "2026-01-02T08:51:00.999645Z",
"value_at_risk_usd": 17221176.72
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 166,
"confidence_threshold": 0.811,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 38.77
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.672",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.849,
"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": 0.739,
"id": "ATLAS-105618",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T21:38:00Z",
"trace_id": "b0c87a6e-0799-9ddf-ff2f-560f21a6a42b"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.76"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.62,
"latency_ms": 3402,
"timestamp": "2026-01-04T18:48:15.348694Z",
"value_at_risk_usd": 7319771
},
{
"data_source": "demand_forecaster",
"domain": "ec... | {
"branches_evaluated": 131,
"confidence_threshold": 0.858,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 36.24
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.864",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.919,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.624,
"id": "ATLAS-103997",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T18:37:00Z",
"trace_id": "d9784e65-55ce-14a0-78dd-320ba2dc3a96"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.78"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.767,
"latency_ms": 3488,
"timestamp": "2026-01-03T16:20:11.347952Z",
"value_at_risk_usd": 22086989.04
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 61,
"confidence_threshold": 0.684,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 2.06
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.698",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.752,
"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": 0.834,
"id": "ATLAS-105336",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-04T16:56:00Z",
"trace_id": "9fc73805-9619-b4df-086b-99f59907dccd"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.19"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.617,
"latency_ms": 3572,
"timestamp": "2026-01-04T15:52:42.867406Z",
"value_at_risk_usd": 16676107.13
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 29,
"confidence_threshold": 0.858,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 77.96
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.673",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.951,
"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": 0.714,
"id": "ATLAS-102325",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T14:45:00Z",
"trace_id": "90df6764-0213-57a9-7a5c-e80ad0e92d87"
} | {
"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-EXPLORE-0.2"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.55,
"latency_ms": 1606,
"timestamp": "2026-01-02T14:04:47.006043Z",
"value_at_risk_usd": 17365792.99
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.793,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 89.21
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.685",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.806,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.671,
"id": "ATLAS-104929",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-04T10:09:00Z",
"trace_id": "60ce26e5-a225-d52a-d1fa-4eb8c11fbcbb"
} | {
"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-0.44"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.628,
"latency_ms": 2515,
"timestamp": "2026-01-04T07:09:34.934414Z",
"value_at_risk_usd": 23602491.8
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 46,
"confidence_threshold": 0.81,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 16.69
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.704",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.617,
"signal_conflicts": [
"temporal_inversion"
]
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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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} |
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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],
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "cbe00830-2498-e6de-ef91-dc623ebad30b"
} | {
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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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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-05T06:55:00Z",
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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": "2026-01-01T18:56:00Z",
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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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"timestamp": "2026-01-01T16:49:00Z",
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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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"timestamp": "2026-01-06T01:16:00Z",
"trace_id": "6cfe396f-533b-6b93-2a2f-d6dd9558c2c2"
} | {
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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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],
"scenario_class": "autonomous_scientific_discovery",
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} |
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