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": 0.645,
"id": "ATLAS-101005",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T16:45:00Z",
"trace_id": "4137a11c-a1bd-e90d-02aa-b92a535b9bbf"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.25"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.732,
"latency_ms": 1435,
"timestamp": "2026-01-01T13:55:11.072656Z",
"value_at_risk_usd": 2904812.72
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 11,
"confidence_threshold": 0.789,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 76.17
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.718",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.594,
"signal_conflicts": [
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.501,
"id": "ATLAS-101784",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-02T05:44:00Z",
"trace_id": "2a9ba6f8-0610-d4a2-a31c-b94ca112b8bd"
} | {
"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-0.65"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.664,
"latency_ms": 2889,
"timestamp": "2026-01-02T02:29:40.976131Z",
"value_at_risk_usd": 17555582.31
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 19,
"confidence_threshold": 0.719,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 45.52
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.749",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.51,
"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": 0.611,
"id": "ATLAS-104977",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T10:57:00Z",
"trace_id": "2ab8dde1-bd8c-eff7-293e-825ba89f2929"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.35"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.506,
"latency_ms": 1854,
"timestamp": "2026-01-04T07:17:12.501007Z",
"value_at_risk_usd": 15130910.72
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 107,
"confidence_threshold": 0.602,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 49.71
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.675",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.6,
"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": 0.558,
"id": "ATLAS-103995",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T18:35:00Z",
"trace_id": "01377b6a-dba0-0c54-a332-813cf0ebc50f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.27"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.697,
"latency_ms": 1627,
"timestamp": "2026-01-03T17:29:26.227293Z",
"value_at_risk_usd": 24073225.24
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 56,
"confidence_threshold": 0.58,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 9.61
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.805",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.853,
"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": 0.689,
"id": "ATLAS-100743",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-01T12:23:00Z",
"trace_id": "3afb00f9-ac2a-8ede-1b75-0a7657b643c6"
} | {
"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-CONSERVATIVE-0.28"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.955,
"latency_ms": 3345,
"timestamp": "2026-01-01T11:48:11.762387Z",
"value_at_risk_usd": 5945814.94
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 3,
"confidence_threshold": 0.771,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 87.85
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.742",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.514,
"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": 0.608,
"id": "ATLAS-104457",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-04T02:17:00Z",
"trace_id": "666529e4-c256-62f3-04ee-858edd18286f"
} | {
"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-EXPLOIT-0.3"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.465,
"latency_ms": 936,
"timestamp": "2026-01-03T22:58:06.907628Z",
"value_at_risk_usd": 5223802.29
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 14,
"confidence_threshold": 0.76,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 4.02
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.716",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.953,
"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": 0.855,
"id": "ATLAS-101417",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T23:37:00Z",
"trace_id": "f501d54e-94e1-7cc6-2cb2-ee58767625ac"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.38"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.871,
"latency_ms": 2445,
"timestamp": "2026-01-01T21:00:23.994833Z",
"value_at_risk_usd": 6013740.38
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 40,
"confidence_threshold": 0.582,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 92.39
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.788",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.56,
"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": 0.503,
"id": "ATLAS-106415",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-05T10:55:00Z",
"trace_id": "e36d4403-979f-185a-0fed-02ea7ce23bc0"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.89"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.964,
"latency_ms": 2019,
"timestamp": "2026-01-05T10:27:11.186388Z",
"value_at_risk_usd": 14943100.35
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 36,
"confidence_threshold": 0.667,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 33.37
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.764",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.885,
"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": 0.851,
"id": "ATLAS-103057",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-03T02:57:00Z",
"trace_id": "234d7ed2-3f6f-ea88-3120-12410a3b32d9"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.25"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.554,
"latency_ms": 661,
"timestamp": "2026-01-02T23:07:21.333258Z",
"value_at_risk_usd": 19769838.78
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 156,
"confidence_threshold": 0.853,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 70.36
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.692",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.706,
"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": 0.913,
"id": "ATLAS-104554",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-04T03:54:00Z",
"trace_id": "2319d7e4-a7f8-21d0-3384-6be397b33b36"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.13"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.52,
"latency_ms": 2797,
"timestamp": "2026-01-04T02:42:05.214814Z",
"value_at_risk_usd": 17716283.29
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 54,
"confidence_threshold": 0.605,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 33.8
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.757",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.94,
"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": 0.925,
"id": "ATLAS-108516",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T21:56:00Z",
"trace_id": "c424e9ff-bfaa-9637-0c21-ad1103efcb1a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.33"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.925,
"latency_ms": 2503,
"timestamp": "2026-01-06T18:54:00.493093Z",
"value_at_risk_usd": 1772526.35
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 75,
"confidence_threshold": 0.791,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 1.53
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.696",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.78,
"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": 0.579,
"id": "ATLAS-100044",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T00:44:00Z",
"trace_id": "d1031424-4124-1bb4-655c-e5080592bfa5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.7"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.568,
"latency_ms": 1033,
"timestamp": "2025-12-31T21:27:09.403227Z",
"value_at_risk_usd": 16604040.51
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 64,
"confidence_threshold": 0.799,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 13.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.746",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.967,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.508,
"id": "ATLAS-100947",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-01T15:47:00Z",
"trace_id": "9acf936d-cf2f-b030-3485-37ffdb332edf"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.78"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.927,
"latency_ms": 3627,
"timestamp": "2026-01-01T13:15:14.872435Z",
"value_at_risk_usd": 8907773.31
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.838,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 31.12
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.769",
"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",
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"domain": "biotech",... | {
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"decision_depth": 9,
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} | {
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]
} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.715,
"id": "ATLAS-109755",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-07T18:35:00Z",
"trace_id": "82f4c135-e6d7-951c-1135-e781df01761b"
} | {
"agent_type": "Orchestrator",
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"governance_board"
],
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"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.61"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
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"timestamp": "2026-01-07T17:55:36.031035Z",
"value_at_risk_usd": 3750829.3
},
{
"data_source": "simulation_twin",
"domain":... | {
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"primary_objective": "maximize_swarm_resilience",
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} | {
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} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.694,
"id": "ATLAS-103151",
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"strategic_value": "critical",
"timestamp": "2026-01-03T04:31:00Z",
"trace_id": "097d8ef7-044a-9b91-b351-33568a1e39f7"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.38"
} | [
{
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"timestamp": "2026-01-03T01:23:15.403004Z",
"value_at_risk_usd": 16721641.92
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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"cross_domain_signal_count": 4,
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} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
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"reinforcement_learning",
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],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
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"id": "ATLAS-100634",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T10:34:00Z",
"trace_id": "a02c4af1-e9be-5b38-511e-0267307445de"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": true,
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} | [
{
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"timestamp": "2026-01-01T07:49:25.294812Z",
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},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"primary_objective": "compress_hypothesis_to_validation_time",
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} | {
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]
} | {
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"reinforcement_learning",
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],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.76,
"id": "ATLAS-103265",
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"strategic_value": "high",
"timestamp": "2026-01-03T06:25:00Z",
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} | {
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],
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} | [
{
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"timestamp": "2026-01-03T04:46:20.951657Z",
"value_at_risk_usd": 18498544.21
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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} | {
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]
} | {
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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": 0.878,
"id": "ATLAS-104677",
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"timestamp": "2026-01-04T05:57:00Z",
"trace_id": "7f9de04b-8be5-ee98-5be5-00868991d795"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.73"
} | [
{
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"domain": "space",
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"timestamp": "2026-01-04T03:47:38.893194Z",
"value_at_risk_usd": 24133622.62
},
{
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"domain"... | {
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"counterfactual_considered": true,
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"primary_objective": "maximize_risk_adjusted_return",
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} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.793",
"cross_domain_signal_count": 3,
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.805,
"id": "ATLAS-107236",
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"strategic_value": "high",
"timestamp": "2026-01-06T00:36:00Z",
"trace_id": "5f90cdbe-0fd5-f8fd-8bc6-ec256c9d1542"
} | {
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"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.33"
} | [
{
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"fidelity_score": 0.575,
"latency_ms": 656,
"timestamp": "2026-01-05T23:30:24.304111Z",
"value_at_risk_usd": 19803646.01
},
{
"data_source": "simulation_twin",
"domain"... | {
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} | {
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"cross_domain_signal_count": 3,
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.795,
"id": "ATLAS-105331",
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"strategic_value": "medium",
"timestamp": "2026-01-04T16:51:00Z",
"trace_id": "2264da18-2246-4e8b-2b94-ad6170576b04"
} | {
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.13"
} | [
{
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"domain": "space",
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"latency_ms": 1227,
"timestamp": "2026-01-04T15:49:30.595212Z",
"value_at_risk_usd": 16861751.51
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"primary_objective": "maximize_risk_adjusted_return",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.862,
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} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.551,
"id": "ATLAS-102010",
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"strategic_value": "medium",
"timestamp": "2026-01-02T09:30:00Z",
"trace_id": "7799d03e-9f48-5e47-54e5-4f77d2eab2be"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.72"
} | [
{
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"latency_ms": 3565,
"timestamp": "2026-01-02T05:44:37.370901Z",
"value_at_risk_usd": 4167173.17
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 16.86
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.749",
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]
} | {
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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": 0.764,
"id": "ATLAS-107631",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-06T07:11:00Z",
"trace_id": "5bfa0361-f267-ee47-d3af-d94decdb669d"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.26"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.9,
"latency_ms": 1230,
"timestamp": "2026-01-06T04:46:51.401118Z",
"value_at_risk_usd": 16337929.27
},
{
"data_source": "simulation_twin",
"domain":... | {
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"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
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} | {
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"signal_conflicts": [
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]
} | {
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
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