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": 0.718,
"id": "ATLAS-104783",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-04T07:43:00Z",
"trace_id": "9f6fe09d-96f2-297d-bf74-898549403c0a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.53"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.913,
"latency_ms": 2229,
"timestamp": "2026-01-04T05:11:22.699798Z",
"value_at_risk_usd": 19348850.18
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 69,
"confidence_threshold": 0.576,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 68.99
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.79",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.589,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.725,
"id": "ATLAS-109243",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-07T10:03:00Z",
"trace_id": "8d2e6891-5b81-8b02-708c-bbbcfbcfacbb"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.52"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.467,
"latency_ms": 1091,
"timestamp": "2026-01-07T07:35:49.464918Z",
"value_at_risk_usd": 5230594.86
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 91,
"confidence_threshold": 0.747,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 30.3
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.654",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.672,
"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": 0.745,
"id": "ATLAS-101464",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T00:24:00Z",
"trace_id": "2c54cbcb-6179-8dd5-1136-ab418636ed97"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.4"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.903,
"latency_ms": 3465,
"timestamp": "2026-01-02T00:10:32.587425Z",
"value_at_risk_usd": 20008773.59
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 17,
"confidence_threshold": 0.841,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 24.2
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.7",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.691,
"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": 0.695,
"id": "ATLAS-102525",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-02T18:05:00Z",
"trace_id": "5ca7867d-02e4-5130-16fa-0e5afbaa26d1"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.34"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.807,
"latency_ms": 3831,
"timestamp": "2026-01-02T18:00:49.620517Z",
"value_at_risk_usd": 397098.57
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 46,
"confidence_threshold": 0.73,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 42.4
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.633",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.782,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"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": 0.633,
"id": "ATLAS-106517",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T12:37:00Z",
"trace_id": "b0295b3c-2557-e767-1553-8c8851a3ac79"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.4"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.851,
"latency_ms": 3860,
"timestamp": "2026-01-05T11:22:00.493387Z",
"value_at_risk_usd": 12976759.79
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 26,
"confidence_threshold": 0.724,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 41.67
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.829",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.948,
"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": 0.486,
"id": "ATLAS-100820",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T13:40:00Z",
"trace_id": "0e549878-5961-9f38-6e3a-1031137ec367"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.83"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.868,
"latency_ms": 3081,
"timestamp": "2026-01-01T13:15:03.335719Z",
"value_at_risk_usd": 18279202.81
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 30,
"confidence_threshold": 0.864,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 13.32
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.707",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.898,
"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": 0.752,
"id": "ATLAS-109353",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-07T11:53:00Z",
"trace_id": "b826d908-44be-7020-e5ab-eca016722d87"
} | {
"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-0.61"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.827,
"latency_ms": 1192,
"timestamp": "2026-01-07T11:07:43.972406Z",
"value_at_risk_usd": 5095622.39
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 33,
"confidence_threshold": 0.617,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 72.53
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.723",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.632,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.782,
"id": "ATLAS-109575",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T15:35:00Z",
"trace_id": "2ec76719-17bc-bfdf-09e3-40a54d45781d"
} | {
"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-0.1"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.589,
"latency_ms": 124,
"timestamp": "2026-01-07T14:45:20.078401Z",
"value_at_risk_usd": 7230410.29
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 7,
"confidence_threshold": 0.637,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 25.57
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.667",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.5,
"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": 0.805,
"id": "ATLAS-101011",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-01T16:51:00Z",
"trace_id": "33b24efe-48d2-0498-7e69-d417fa8969ec"
} | {
"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-0.85"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.558,
"latency_ms": 3601,
"timestamp": "2026-01-01T13:16:01.257519Z",
"value_at_risk_usd": 16043939.12
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 19,
"confidence_threshold": 0.646,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -8.65
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.722",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.521,
"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": 0.727,
"id": "ATLAS-102038",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T09:58:00Z",
"trace_id": "4dc0e34b-b0b4-ef90-2f54-b9f993115f3a"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.63"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.502,
"latency_ms": 2418,
"timestamp": "2026-01-02T09:11:55.833807Z",
"value_at_risk_usd": 9169954.82
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 22,
"confidence_threshold": 0.621,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -13.05
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.634",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.696,
"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": 0.66,
"id": "ATLAS-107402",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T03:22:00Z",
"trace_id": "07cef675-b997-9781-efc5-7a4b5b899a34"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.77"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.917,
"latency_ms": 3089,
"timestamp": "2026-01-06T01:59:07.041030Z",
"value_at_risk_usd": 24679080.04
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 145,
"confidence_threshold": 0.82,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 56.78
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.782",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.922,
"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": 0.665,
"id": "ATLAS-107992",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-06T13:12:00Z",
"trace_id": "ea302957-dece-0b8a-e323-0d313ca88d62"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.52"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.939,
"latency_ms": 185,
"timestamp": "2026-01-06T09:55:46.050548Z",
"value_at_risk_usd": 14924638.02
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 51,
"confidence_threshold": 0.663,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 0.98
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.827,
"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": 0.814,
"id": "ATLAS-108176",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T16:16:00Z",
"trace_id": "39a836bd-d91d-be2a-6f93-9dd2c041585f"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.63"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.926,
"latency_ms": 1530,
"timestamp": "2026-01-06T15:27:20.925950Z",
"value_at_risk_usd": 15451657.76
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 123,
"confidence_threshold": 0.823,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 6.58
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.753",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.642,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
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"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.677",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.772,
"signal_conflicts": [
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]
} | {
"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": 0.886,
"id": "ATLAS-103605",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T12:05:00Z",
"trace_id": "2197d9fa-8fcb-3f45-ec7a-12e3b023d76f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.81,
"latency_ms": 3603,
"timestamp": "2026-01-03T09:46:19.107578Z",
"value_at_risk_usd": 5394523.54
},
{
"data_source": "demand_forecaster",
"domain": ... | {
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"confidence_threshold": 0.663,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 43.95
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.7",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.631,
"signal_conflicts": [
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]
} | {
"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": 0.653,
"id": "ATLAS-102253",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T13:33:00Z",
"trace_id": "1150ff3f-ada3-b29d-a072-fa996549d745"
} | {
"agent_type": "AI_Scientist",
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"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.17"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.557,
"latency_ms": 1431,
"timestamp": "2026-01-02T10:03:20.513423Z",
"value_at_risk_usd": 9076914.27
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 40,
"confidence_threshold": 0.571,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 0.78
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.788",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.628,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.774,
"id": "ATLAS-107309",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-06T01:49:00Z",
"trace_id": "42c9f898-b80b-e0cb-a278-a8a4b4b4fcf0"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.8"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.611,
"latency_ms": 602,
"timestamp": "2026-01-05T22:15:33.634582Z",
"value_at_risk_usd": 16934602.73
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 46,
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"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 80.66
} | {
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"cross_domain_signal_count": 3,
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} | {
"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": 0.901,
"id": "ATLAS-104735",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T06:55:00Z",
"trace_id": "1320c5ef-5b86-6e09-ec4a-8522fe48c474"
} | {
"agent_type": "Trading_Agent",
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.61"
} | [
{
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"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.682,
"latency_ms": 589,
"timestamp": "2026-01-04T06:08:18.786402Z",
"value_at_risk_usd": 3121665.23
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 4,
"confidence_threshold": 0.778,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 29.52
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.692",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.952,
"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": 0.755,
"id": "ATLAS-103254",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T06:14:00Z",
"trace_id": "a0d1b6f1-a85f-5331-8690-27688dba2d8c"
} | {
"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-0.36"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.582,
"latency_ms": 328,
"timestamp": "2026-01-03T06:02:07.219413Z",
"value_at_risk_usd": 22368375.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"confidence_threshold": 0.812,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -18.23
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.666",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.528,
"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": 0.922,
"id": "ATLAS-107150",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-05T23:10:00Z",
"trace_id": "117a7d1b-3b1f-2092-245e-84a3736718d9"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.78"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.547,
"latency_ms": 2520,
"timestamp": "2026-01-05T19:23:29.455469Z",
"value_at_risk_usd": 20254012.08
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 15,
"confidence_threshold": 0.567,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 75.28
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.74",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.541,
"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": 0.742,
"id": "ATLAS-107802",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T10:02:00Z",
"trace_id": "cfa0d6fd-2ee7-9d94-c978-a14c13145d8a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.6"
} | [
{
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"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.518,
"latency_ms": 3848,
"timestamp": "2026-01-06T08:35:08.376260Z",
"value_at_risk_usd": 6394585.65
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 146,
"confidence_threshold": 0.772,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 72.88
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.764",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.795,
"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": 0.464,
"id": "ATLAS-105975",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T03:35:00Z",
"trace_id": "21bf6ab4-5b6f-8bf1-c474-b03d8d7cccbc"
} | {
"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-0.59"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.939,
"latency_ms": 3346,
"timestamp": "2026-01-05T00:21:59.483831Z",
"value_at_risk_usd": 6344911.45
},
{
"data_source": "demand_forecaster",
"domain":... | {
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"confidence_threshold": 0.88,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 64.7
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.814",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.877,
"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": 0.797,
"id": "ATLAS-103325",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T07:25:00Z",
"trace_id": "98a2b5ad-5951-cf4f-315a-46c2b555ce91"
} | {
"agent_type": "AI_Scientist",
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"escalation_chain": [
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.19"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.902,
"latency_ms": 1669,
"timestamp": "2026-01-03T03:26:21.854859Z",
"value_at_risk_usd": 8518950.44
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.703,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 40.51
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.772",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.728,
"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
} |
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