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": 0.784,
"id": "ATLAS-103655",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-03T12:55:00Z",
"trace_id": "6acc22a2-8b51-cf46-fe43-9068a6b27bd7"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.7"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.886,
"latency_ms": 2150,
"timestamp": "2026-01-03T12:10:07.309305Z",
"value_at_risk_usd": 13840245.09
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 46,
"confidence_threshold": 0.553,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 21.12
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.766",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.632,
"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": 0.518,
"id": "ATLAS-107582",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T06:22:00Z",
"trace_id": "00ca1942-b4e0-2ca4-bbab-b819b7db806b"
} | {
"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-0.67"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.457,
"latency_ms": 1939,
"timestamp": "2026-01-06T03:11:23.652861Z",
"value_at_risk_usd": 18188792.78
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 33,
"confidence_threshold": 0.767,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 9.52
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.625",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.922,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.654,
"id": "ATLAS-101235",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-01T20:35:00Z",
"trace_id": "4b2ef2b1-e814-ad2f-eafa-5512c1271bf4"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.42"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.641,
"latency_ms": 3124,
"timestamp": "2026-01-01T17:15:31.460093Z",
"value_at_risk_usd": 19112538.55
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 156,
"confidence_threshold": 0.566,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 83.77
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.668",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.555,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.616,
"id": "ATLAS-105229",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T15:09:00Z",
"trace_id": "099cc40e-8ed1-32ac-e98d-85fc056e725d"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.71"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.936,
"latency_ms": 2155,
"timestamp": "2026-01-04T11:34:47.297820Z",
"value_at_risk_usd": 68656.84
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 32,
"confidence_threshold": 0.664,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -12.9
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.734",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.571,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"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": 0.425,
"id": "ATLAS-107824",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T10:24:00Z",
"trace_id": "5c0fbe75-3b73-ed8e-30f2-02e038080f82"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.78"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.853,
"latency_ms": 1498,
"timestamp": "2026-01-06T09:11:43.590654Z",
"value_at_risk_usd": 20791071.53
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 46,
"confidence_threshold": 0.817,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 72.09
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.7",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.892,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.401,
"id": "ATLAS-100068",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-01T01:08:00Z",
"trace_id": "643ffdae-92a5-4d04-f2dd-e1f5b3b6d344"
} | {
"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-0.13"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.945,
"latency_ms": 3191,
"timestamp": "2026-01-01T00:48:01.994089Z",
"value_at_risk_usd": 14667296.33
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 19,
"confidence_threshold": 0.616,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 49.96
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.789",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.733,
"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": 0.896,
"id": "ATLAS-104776",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T07:36:00Z",
"trace_id": "fafeb084-e7f4-469a-7eda-2ea0de36e561"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.88"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.775,
"latency_ms": 124,
"timestamp": "2026-01-04T04:47:18.440705Z",
"value_at_risk_usd": 3743388.33
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 33,
"confidence_threshold": 0.81,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 41.52
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.741,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.681,
"id": "ATLAS-100387",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T06:27:00Z",
"trace_id": "07d7afec-5d34-a219-1299-0cb39d470a35"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.74"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.665,
"latency_ms": 3370,
"timestamp": "2026-01-01T02:56:53.319164Z",
"value_at_risk_usd": 8101655.58
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 129,
"confidence_threshold": 0.794,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 75.49
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.747",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.921,
"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": 0.961,
"id": "ATLAS-104316",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-03T23:56:00Z",
"trace_id": "046a101c-f5f0-07e7-a29a-1a61ec8dada0"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.29"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.748,
"latency_ms": 1008,
"timestamp": "2026-01-03T20:29:11.536080Z",
"value_at_risk_usd": 10084519.06
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 119,
"confidence_threshold": 0.788,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 51.14
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.713",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.803,
"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": 0.61,
"id": "ATLAS-100606",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T10:06:00Z",
"trace_id": "6b178422-59e1-4007-be41-06d0ac71c3d1"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.47"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.473,
"latency_ms": 1263,
"timestamp": "2026-01-01T07:43:29.678707Z",
"value_at_risk_usd": 13335565.47
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 26,
"confidence_threshold": 0.876,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -9.2
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.738",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.599,
"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": 0.621,
"id": "ATLAS-101702",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T04:22:00Z",
"trace_id": "de6b6b80-a963-b610-2b26-9196efd2c18f"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.41"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.7,
"latency_ms": 704,
"timestamp": "2026-01-02T01:02:37.269847Z",
"value_at_risk_usd": 3367316.79
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 63,
"confidence_threshold": 0.673,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 59.5
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.67",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.97,
"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": 0.863,
"id": "ATLAS-104974",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T10:54:00Z",
"trace_id": "97bdec34-fd58-7602-b4fa-3978c8bd40fb"
} | {
"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-0.41"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.853,
"latency_ms": 125,
"timestamp": "2026-01-04T07:08:18.076221Z",
"value_at_risk_usd": 18342665.61
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 87,
"confidence_threshold": 0.625,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -14.71
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.736",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.908,
"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": 0.411,
"id": "ATLAS-100705",
"outcome": "executed_with_caveats",
"strategic_value": "transformative",
"timestamp": "2026-01-01T11:45:00Z",
"trace_id": "ccfcc304-fb13-c4ee-a0fb-b1e1d6d8cd81"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.56"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.909,
"latency_ms": 490,
"timestamp": "2026-01-01T09:05:01.176401Z",
"value_at_risk_usd": 20286223.46
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 38,
"confidence_threshold": 0.81,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 36.29
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.648",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.679,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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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": "2026-01-05T00:26:00Z",
"trace_id": "34b80986-f4b9-a162-c9a1-3a7febcad403"
} | {
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],
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} | [
{
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"timestamp": "2026-01-04T21:35:17.485465Z",
"value_at_risk_usd": 9537917.14
},
{
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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": "2026-01-05T14:28:00Z",
"trace_id": "4a653e24-7fc6-51ec-d513-2211c0e8dd3b"
} | {
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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": "2026-01-02T20:21:00Z",
"trace_id": "8a35f065-c1e8-3e4e-e62d-0cf69ceef1e5"
} | {
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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": "2026-01-05T11:18:00Z",
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} | {
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} | [
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"timestamp": "2026-01-05T07:49:53.686109Z",
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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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"id": "ATLAS-108952",
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"timestamp": "2026-01-07T05:12:00Z",
"trace_id": "1ab30564-5680-572e-5e96-c44fe9e866c4"
} | {
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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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"reinforcement_learning",
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],
"scenario_class": "autonomous_scientific_discovery",
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} |
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