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": 0.668,
"id": "ATLAS-100011",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T00:11:00Z",
"trace_id": "53cd6268-610c-f373-4299-9aa40cdf742b"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.46"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.761,
"latency_ms": 1973,
"timestamp": "2025-12-31T21:08:01.775270Z",
"value_at_risk_usd": 22017013.54
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 44,
"confidence_threshold": 0.6,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 64
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.695",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.619,
"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": 0.703,
"id": "ATLAS-109874",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T20:34:00Z",
"trace_id": "ff215ba6-fbb2-8f90-5b7e-68702efbb225"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.42"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.923,
"latency_ms": 3362,
"timestamp": "2026-01-07T18:32:19.268412Z",
"value_at_risk_usd": 2568843.65
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 40,
"confidence_threshold": 0.872,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -29.11
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.768",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.714,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"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": 0.575,
"id": "ATLAS-107296",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-06T01:36:00Z",
"trace_id": "144033e3-1cf5-b7c4-deaf-382d41541360"
} | {
"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-EXPLOIT-0.75"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.919,
"latency_ms": 3361,
"timestamp": "2026-01-05T23:34:48.016319Z",
"value_at_risk_usd": 2801034.88
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 132,
"confidence_threshold": 0.824,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -1.81
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.749",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.599,
"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": 0.639,
"id": "ATLAS-107687",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-06T08:07:00Z",
"trace_id": "0d7a4735-84fc-1e79-77e0-0bdf05bb3bb8"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.24"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.497,
"latency_ms": 2090,
"timestamp": "2026-01-06T04:53:40.563665Z",
"value_at_risk_usd": 14991102.56
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 14,
"confidence_threshold": 0.594,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 29.51
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.658",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.917,
"signal_conflicts": [
"temporal_inversion",
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.971,
"id": "ATLAS-102971",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T01:31:00Z",
"trace_id": "2869af8e-b453-def2-3ad8-99ca4cb9a2ef"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.28"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.794,
"latency_ms": 493,
"timestamp": "2026-01-02T22:10:14.763362Z",
"value_at_risk_usd": 20005851.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 26,
"confidence_threshold": 0.805,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 21.26
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.827",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.934,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.788,
"id": "ATLAS-107181",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-05T23:41:00Z",
"trace_id": "269e7e57-c912-c4cb-73ac-f63cb533f498"
} | {
"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-0.7"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.754,
"latency_ms": 334,
"timestamp": "2026-01-05T23:33:27.831271Z",
"value_at_risk_usd": 12643891.18
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 15,
"confidence_threshold": 0.867,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 41.81
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.762",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.589,
"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": 0.698,
"id": "ATLAS-102895",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-03T00:15:00Z",
"trace_id": "82745942-52bf-de19-2999-0d0291d45509"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.62"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.634,
"latency_ms": 173,
"timestamp": "2026-01-02T20:41:02.629618Z",
"value_at_risk_usd": 6000084.54
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 12,
"confidence_threshold": 0.676,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 1.91
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.708",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.526,
"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": 0.971,
"id": "ATLAS-100231",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-01T03:51:00Z",
"trace_id": "568a220d-0843-280a-07ac-a3fea73a366e"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.31"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.653,
"latency_ms": 310,
"timestamp": "2026-01-01T00:21:06.256429Z",
"value_at_risk_usd": 10690656.16
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 27,
"confidence_threshold": 0.897,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -4.47
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.673",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.655,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"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": 0.815,
"id": "ATLAS-104176",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T21:36:00Z",
"trace_id": "61ae46eb-ae26-aca3-8516-26d5eadeb5d1"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.29"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.643,
"latency_ms": 840,
"timestamp": "2026-01-03T17:42:41.154861Z",
"value_at_risk_usd": 9476261.64
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 61,
"confidence_threshold": 0.857,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 38.36
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.701",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.623,
"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": 0.637,
"id": "ATLAS-109501",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-07T14:21:00Z",
"trace_id": "f4778486-0da3-851b-9fd6-60dda776915e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.55"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.848,
"latency_ms": 2506,
"timestamp": "2026-01-07T12:56:13.369108Z",
"value_at_risk_usd": 2331445.93
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 67,
"confidence_threshold": 0.774,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 74.95
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.73",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.565,
"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": 0.655,
"id": "ATLAS-107128",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-05T22:48:00Z",
"trace_id": "b8a9eb3d-bdcf-f796-64e6-50d665b4d145"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.3"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.527,
"latency_ms": 3563,
"timestamp": "2026-01-05T21:47:00.819399Z",
"value_at_risk_usd": 11823557.85
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 15,
"confidence_threshold": 0.801,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 12.08
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.72",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.529,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.677,
"id": "ATLAS-102126",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-02T11:26:00Z",
"trace_id": "72b96826-8c28-97ba-a19b-9792f181078d"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.27"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.564,
"latency_ms": 1667,
"timestamp": "2026-01-02T08:01:50.011726Z",
"value_at_risk_usd": 17864338.7
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 48,
"confidence_threshold": 0.772,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 12.79
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.661",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.736,
"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": 0.49,
"id": "ATLAS-109897",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T20:57:00Z",
"trace_id": "b0805293-e5fc-44ee-f348-8c9138a8211a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.62"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.857,
"latency_ms": 2651,
"timestamp": "2026-01-07T18:41:22.148449Z",
"value_at_risk_usd": 15051636.24
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 18,
"confidence_threshold": 0.822,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -1.28
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.754",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.896,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
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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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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-02T21:24:00Z",
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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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} | {
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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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} |
1.0.0-atlas-apex-sample | {
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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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} | {
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} | [
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"timestamp": "2026-01-06T05:12:18.531568Z",
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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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