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": 0.678,
"id": "ATLAS-109780",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T19:00:00Z",
"trace_id": "19138a4b-44e3-5656-0304-1308dd5950fc"
} | {
"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-0.42"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.739,
"latency_ms": 3340,
"timestamp": "2026-01-07T17:15:02.395324Z",
"value_at_risk_usd": 14700877.22
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 143,
"confidence_threshold": 0.849,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 89.41
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.746",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.606,
"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": 0.422,
"id": "ATLAS-107455",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-06T04:15:00Z",
"trace_id": "77951f88-6757-852f-467f-439d1ad769ba"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.45"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.955,
"latency_ms": 1131,
"timestamp": "2026-01-06T00:49:36.543787Z",
"value_at_risk_usd": 5018377.57
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 50,
"confidence_threshold": 0.683,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -0.63
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.804,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.976,
"id": "ATLAS-107358",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T02:38:00Z",
"trace_id": "5d14028d-de04-389e-2b91-1ce2c34d0e1b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.65"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.915,
"latency_ms": 3983,
"timestamp": "2026-01-06T00:39:15.773520Z",
"value_at_risk_usd": 16262512.22
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 91,
"confidence_threshold": 0.653,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -25.63
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.684",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.681,
"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": 0.602,
"id": "ATLAS-105585",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-04T21:05:00Z",
"trace_id": "7a3e683f-6650-4a19-1bbd-baab6dca21aa"
} | {
"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-AGGRESSIVE-0.19"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.497,
"latency_ms": 2679,
"timestamp": "2026-01-04T19:07:38.704277Z",
"value_at_risk_usd": 8210602.5
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 60,
"confidence_threshold": 0.678,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 70.07
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.687",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.797,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.525,
"id": "ATLAS-109291",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T10:51:00Z",
"trace_id": "72247ee9-898a-cb14-9175-2e3d502c0587"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.71"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.483,
"latency_ms": 3495,
"timestamp": "2026-01-07T10:09:02.620758Z",
"value_at_risk_usd": 5731462.02
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 108,
"confidence_threshold": 0.789,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -4.99
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.601",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.967,
"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": 0.968,
"id": "ATLAS-107827",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T10:27:00Z",
"trace_id": "566f2cae-6d6b-68a6-6104-3ce4aed75001"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.12"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.614,
"latency_ms": 3286,
"timestamp": "2026-01-06T09:02:28.848188Z",
"value_at_risk_usd": 12531794.17
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 45,
"confidence_threshold": 0.912,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -29.54
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.641",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.855,
"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": 0.67,
"id": "ATLAS-108261",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T17:41:00Z",
"trace_id": "f95bc2bc-85f4-787e-8078-6ef99b510c0f"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.37"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.72,
"latency_ms": 391,
"timestamp": "2026-01-06T14:52:54.400681Z",
"value_at_risk_usd": 1150949.51
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 75,
"confidence_threshold": 0.719,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 65.39
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.696",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.871,
"signal_conflicts": [
"value_at_risk_divergence",
"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": 0.538,
"id": "ATLAS-104407",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T01:27:00Z",
"trace_id": "44378f31-903c-0b19-20cc-14028a98baea"
} | {
"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-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.797,
"latency_ms": 2858,
"timestamp": "2026-01-04T00:03:09.083785Z",
"value_at_risk_usd": 11344317.99
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 159,
"confidence_threshold": 0.816,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 57.41
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.592",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.734,
"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": 0.483,
"id": "ATLAS-107504",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-06T05:04:00Z",
"trace_id": "f188145b-ba92-6628-5e7d-39faaa16e670"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.5"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.885,
"latency_ms": 1527,
"timestamp": "2026-01-06T03:06:00.433340Z",
"value_at_risk_usd": 10515940.93
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 57,
"confidence_threshold": 0.78,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -13.72
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.791",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.845,
"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": 0.487,
"id": "ATLAS-100237",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T03:57:00Z",
"trace_id": "1414f827-a632-c350-ff71-2ff4c33a8761"
} | {
"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-EXPLORE-0.87"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.675,
"latency_ms": 2649,
"timestamp": "2026-01-01T01:26:41.777596Z",
"value_at_risk_usd": 20568210.12
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 35,
"confidence_threshold": 0.793,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 94.73
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.665",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.845,
"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": 0.737,
"id": "ATLAS-108966",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T05:26:00Z",
"trace_id": "0a9cc3d4-f3b7-767b-ec3c-291149cc87ae"
} | {
"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-AGGRESSIVE-0.59"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.784,
"latency_ms": 1548,
"timestamp": "2026-01-07T04:05:32.601720Z",
"value_at_risk_usd": 15692742.54
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 21,
"confidence_threshold": 0.734,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 57.86
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.773",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.643,
"signal_conflicts": [
"value_at_risk_divergence",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.81,
"id": "ATLAS-109732",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-07T18:12:00Z",
"trace_id": "7ef6e583-b94b-7e89-a694-a83a302d7a3c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.79"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.492,
"latency_ms": 3191,
"timestamp": "2026-01-07T14:28:35.108525Z",
"value_at_risk_usd": 15726819.08
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 19,
"confidence_threshold": 0.598,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 88.03
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.636",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.515,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.722,
"id": "ATLAS-101444",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T00:04:00Z",
"trace_id": "587630c7-8f33-5233-be2c-88bc4abe1238"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.6"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.677,
"latency_ms": 3001,
"timestamp": "2026-01-01T20:39:37.052149Z",
"value_at_risk_usd": 10951633.15
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 122,
"confidence_threshold": 0.87,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -15.68
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.661",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.95,
"signal_conflicts": [
"value_at_risk_divergence",
"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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} | {
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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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"trace_id": "c48c33b3-8f0a-0833-7430-ec7fdd18c2e9"
} | {
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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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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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"timestamp": "2026-01-05T03:52:32.425488Z",
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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": "2026-01-03T01:04:00Z",
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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": "2026-01-03T13:54:00Z",
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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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} | {
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} | [
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},
{
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} | {
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],
"scenario_class": "distributed_system_coordination",
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} |
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