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": 0.628,
"id": "ATLAS-108143",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T15:43:00Z",
"trace_id": "528ce0f9-084c-0db9-114c-6f511a8f7ced"
} | {
"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-0.42"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.851,
"latency_ms": 404,
"timestamp": "2026-01-06T14:10:47.693982Z",
"value_at_risk_usd": 10207060.29
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 152,
"confidence_threshold": 0.795,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 6.7
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.683",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.861,
"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": 0.856,
"id": "ATLAS-101341",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T22:21:00Z",
"trace_id": "b18e0c2a-b6cd-1a0c-b404-0d42e57a8629"
} | {
"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-0.44"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.754,
"latency_ms": 728,
"timestamp": "2026-01-01T21:28:05.611213Z",
"value_at_risk_usd": 5546050.99
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 33,
"confidence_threshold": 0.786,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 45.44
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.707",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.735,
"signal_conflicts": [
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.797,
"id": "ATLAS-103492",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T10:12:00Z",
"trace_id": "2e437310-97d0-10d7-5876-6b97c4d08cde"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.48"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.788,
"latency_ms": 1741,
"timestamp": "2026-01-03T07:15:12.029315Z",
"value_at_risk_usd": 16664670.84
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 130,
"confidence_threshold": 0.795,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 45.13
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.787",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.965,
"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": 0.858,
"id": "ATLAS-105370",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T17:30:00Z",
"trace_id": "af41c751-55cd-5ac1-ecc9-e074a2ba9a6c"
} | {
"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-0.88"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.782,
"latency_ms": 740,
"timestamp": "2026-01-04T16:50:19.746399Z",
"value_at_risk_usd": 3005263.35
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 45,
"confidence_threshold": 0.915,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 92.44
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.82",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.862,
"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": 0.712,
"id": "ATLAS-101523",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-02T01:23:00Z",
"trace_id": "cbd8631b-9bea-2b80-0fa7-43e1f20f7bfb"
} | {
"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-0.83"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.867,
"latency_ms": 2163,
"timestamp": "2026-01-01T21:50:14.822947Z",
"value_at_risk_usd": 15899056.47
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 72,
"confidence_threshold": 0.902,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 60.59
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.753",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.846,
"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": 0.547,
"id": "ATLAS-107339",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T02:19:00Z",
"trace_id": "52c33100-9218-e579-a7b9-8b01da1e6352"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.17"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.781,
"latency_ms": 345,
"timestamp": "2026-01-05T22:41:08.413755Z",
"value_at_risk_usd": 20750181.95
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 41,
"confidence_threshold": 0.878,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 73.72
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.737",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.915,
"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": 0.781,
"id": "ATLAS-105154",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T13:54:00Z",
"trace_id": "169f4ddd-7d12-da20-22cd-1f4e2db76ca9"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.36"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.829,
"latency_ms": 3560,
"timestamp": "2026-01-04T11:08:53.378384Z",
"value_at_risk_usd": 634352.56
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 81,
"confidence_threshold": 0.684,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 36.63
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.772",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.917,
"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": 0.847,
"id": "ATLAS-101479",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-02T00:39:00Z",
"trace_id": "6dfd0eb2-c509-2507-f03c-55e285376413"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.37"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.554,
"latency_ms": 3867,
"timestamp": "2026-01-01T22:33:11.323386Z",
"value_at_risk_usd": 8802308.02
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 69,
"confidence_threshold": 0.749,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -28.8
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.727",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.908,
"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": 0.592,
"id": "ATLAS-103215",
"outcome": "rolled_back",
"strategic_value": "low",
"timestamp": "2026-01-03T05:35:00Z",
"trace_id": "25f765c1-e4b4-a342-b5f5-8b0c43a29ca1"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.68"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.502,
"latency_ms": 2990,
"timestamp": "2026-01-03T03:19:01.925784Z",
"value_at_risk_usd": 24384172.2
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 48,
"confidence_threshold": 0.844,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -28.22
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.71",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.812,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"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": 0.799,
"id": "ATLAS-105923",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T02:43:00Z",
"trace_id": "6e363c76-59a0-7866-bdec-c5d5007de45a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.37"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.711,
"latency_ms": 2496,
"timestamp": "2026-01-05T01:09:15.908871Z",
"value_at_risk_usd": 13888641
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 100,
"confidence_threshold": 0.689,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 94.88
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.764",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.577,
"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": 0.782,
"id": "ATLAS-103821",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T15:41:00Z",
"trace_id": "fa907255-e930-b2d2-a3ec-e36d93aac861"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.49"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.766,
"latency_ms": 2276,
"timestamp": "2026-01-03T13:01:30.646354Z",
"value_at_risk_usd": 1895059.46
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 18,
"confidence_threshold": 0.729,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 11.28
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.662",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.62,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.915,
"id": "ATLAS-105464",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T19:04:00Z",
"trace_id": "bfe1f1cb-1691-2e22-9950-363a8207fda3"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.56"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.89,
"latency_ms": 1452,
"timestamp": "2026-01-04T18:17:56.914510Z",
"value_at_risk_usd": 1228673.39
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 17,
"confidence_threshold": 0.684,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 77.46
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.711",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.588,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.662,
"id": "ATLAS-106390",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-05T10:30:00Z",
"trace_id": "8899f3dd-7ed0-4aa7-1a0d-d350fd12534f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.34"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.689,
"latency_ms": 959,
"timestamp": "2026-01-05T10:14:14.649813Z",
"value_at_risk_usd": 467159.46
},
{
"data_source": "demand_forecaster",
"domain": "... | {
"branches_evaluated": 12,
"confidence_threshold": 0.784,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -12.69
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.589",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.526,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
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1.0.0-atlas-apex-sample | {
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1.0.0-atlas-apex-sample | {
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} |
1.0.0-atlas-apex-sample | {
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1.0.0-atlas-apex-sample | {
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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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} |
1.0.0-atlas-apex-sample | {
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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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} | [
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} | {
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],
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} |
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