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": 0.942,
"id": "ATLAS-102774",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T22:14:00Z",
"trace_id": "93a6e7bc-3b8a-285c-afd9-851064c922ac"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.13"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.682,
"latency_ms": 2910,
"timestamp": "2026-01-02T21:47:10.086518Z",
"value_at_risk_usd": 24873856.84
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 7,
"confidence_threshold": 0.592,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 24.02
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.806",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.508,
"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": 0.57,
"id": "ATLAS-103103",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T03:43:00Z",
"trace_id": "9d7da0dd-e405-c1f8-5d0b-8baa8b6037a0"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.26"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.842,
"latency_ms": 3492,
"timestamp": "2026-01-03T02:39:05.039995Z",
"value_at_risk_usd": 12305071.1
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 21,
"confidence_threshold": 0.606,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": -7.93
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.713",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.567,
"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": 0.864,
"id": "ATLAS-108944",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T05:04:00Z",
"trace_id": "a7ce27ef-8444-4354-94e2-b27ff3f84e74"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.89"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.748,
"latency_ms": 1730,
"timestamp": "2026-01-07T03:04:48.054444Z",
"value_at_risk_usd": 16908448.52
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 32,
"confidence_threshold": 0.632,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 12.11
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.725",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.954,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.449,
"id": "ATLAS-106836",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-05T17:56:00Z",
"trace_id": "ad4f31a3-44f6-9e22-342b-0916cd7a3fdb"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"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": 0.553,
"latency_ms": 1737,
"timestamp": "2026-01-05T14:02:30.683108Z",
"value_at_risk_usd": 57156.24
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 36,
"confidence_threshold": 0.764,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 61.24
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.695",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.92,
"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": 0.825,
"id": "ATLAS-104183",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T21:43:00Z",
"trace_id": "8594aacc-74c2-07f0-123c-bf994fb7c63a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.89"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.636,
"latency_ms": 2714,
"timestamp": "2026-01-03T18:23:37.573340Z",
"value_at_risk_usd": 24619489.17
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.824,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -28.3
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.652",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.744,
"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": 0.979,
"id": "ATLAS-107212",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T00:12:00Z",
"trace_id": "b4fe26b9-167e-2742-16b2-5ba4b3a3df2e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.25"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.769,
"latency_ms": 246,
"timestamp": "2026-01-05T22:42:06.393863Z",
"value_at_risk_usd": 19371270.32
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 5,
"confidence_threshold": 0.906,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 90.04
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.729",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.903,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"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": 0.441,
"id": "ATLAS-106485",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T12:05:00Z",
"trace_id": "f3050ebd-9986-5221-42c7-f8cf9ead7839"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.53"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.501,
"latency_ms": 2494,
"timestamp": "2026-01-05T09:15:38.925785Z",
"value_at_risk_usd": 9900100.73
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 16,
"confidence_threshold": 0.879,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -22.94
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.603",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.752,
"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": 0.689,
"id": "ATLAS-100187",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-01T03:07:00Z",
"trace_id": "ac4dcd33-d515-28af-4d25-298f164b85f0"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.89"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.983,
"latency_ms": 3942,
"timestamp": "2026-01-01T00:51:47.965153Z",
"value_at_risk_usd": 4702433.7
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 25,
"confidence_threshold": 0.562,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 30.27
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.798",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.614,
"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": 0.425,
"id": "ATLAS-105890",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-05T02:10:00Z",
"trace_id": "60c005be-c4cd-c0ed-246c-6ec5a583bb07"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.6"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.671,
"latency_ms": 680,
"timestamp": "2026-01-05T02:00:54.306395Z",
"value_at_risk_usd": 19099246.35
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 30,
"confidence_threshold": 0.894,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -18.44
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.743",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.88,
"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": 0.768,
"id": "ATLAS-105483",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-04T19:23:00Z",
"trace_id": "5d220b15-637f-7eaf-4b05-6f431f1c22a0"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.13"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.591,
"latency_ms": 1334,
"timestamp": "2026-01-04T16:42:04.441185Z",
"value_at_risk_usd": 22242119.4
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 44,
"confidence_threshold": 0.743,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -14.8
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.747",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.579,
"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": 0.427,
"id": "ATLAS-102179",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T12:19:00Z",
"trace_id": "aff21920-2314-e572-a262-f75ad605340d"
} | {
"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-EXPLORE-0.13"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.505,
"latency_ms": 2335,
"timestamp": "2026-01-02T11:28:15.107028Z",
"value_at_risk_usd": 16199587.97
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 16,
"confidence_threshold": 0.857,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -6.19
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.754",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.571,
"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": 0.769,
"id": "ATLAS-102067",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T10:27:00Z",
"trace_id": "d36f1a2a-b518-fd65-7383-4801f91869f5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.59"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.799,
"latency_ms": 504,
"timestamp": "2026-01-02T08:07:26.423323Z",
"value_at_risk_usd": 8091378.24
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 6,
"confidence_threshold": 0.758,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 12.97
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.741",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.74,
"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": 0.486,
"id": "ATLAS-102200",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-02T12:40:00Z",
"trace_id": "492f4cd1-4732-9faf-9143-6689c702e5c4"
} | {
"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-HYBRID-0.23"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.576,
"latency_ms": 1803,
"timestamp": "2026-01-02T09:23:43.700859Z",
"value_at_risk_usd": 20607821.88
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 9,
"confidence_threshold": 0.765,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 3.62
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.647",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.811,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
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"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 52.89
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.603",
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} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
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"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": 0.583,
"id": "ATLAS-101589",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T02:29:00Z",
"trace_id": "0d4201b8-eb3a-45a6-10bd-7a38f1ffeb6a"
} | {
"agent_type": "AI_Scientist",
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.48"
} | [
{
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"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.525,
"latency_ms": 355,
"timestamp": "2026-01-01T22:47:11.462852Z",
"value_at_risk_usd": 3041843.54
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"confidence_threshold": 0.598,
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"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 24.28
} | {
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} | {
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"engine": "atlas_apex_sim_v1",
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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": 0.84,
"id": "ATLAS-103551",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-03T11:11:00Z",
"trace_id": "db66d163-ef3b-bdf7-6bf8-33b0b5064d7f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.32"
} | [
{
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"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.502,
"latency_ms": 3870,
"timestamp": "2026-01-03T09:03:17.483583Z",
"value_at_risk_usd": 18254313.13
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"confidence_threshold": 0.591,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 88.92
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.702",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.702,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
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"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": 0.929,
"id": "ATLAS-106901",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-05T19:01:00Z",
"trace_id": "5dcb8a3b-ca2e-198f-4eb9-87843c9da04a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.34"
} | [
{
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"fidelity_score": 0.816,
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"timestamp": "2026-01-05T16:59:03.258279Z",
"value_at_risk_usd": 9350970.76
},
{
"data_source": "simulation_twin",
"domain"... | {
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"counterfactual_considered": true,
"decision_depth": 10,
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} | {
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"cross_domain_signal_count": 3,
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]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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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": 0.827,
"id": "ATLAS-107830",
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"timestamp": "2026-01-06T10:30:00Z",
"trace_id": "2ccdff21-5796-1e9e-f635-34e039f6b793"
} | {
"agent_type": "Orchestrator",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.78"
} | [
{
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"fidelity_score": 0.95,
"latency_ms": 1715,
"timestamp": "2026-01-06T08:04:41.260873Z",
"value_at_risk_usd": 455155.27
},
{
"data_source": "simulation_twin",
"domain": ... | {
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"confidence_threshold": 0.799,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 13.24
} | {
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"cross_domain_signal_count": 3,
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} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
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"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": 0.407,
"id": "ATLAS-108915",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-07T04:35:00Z",
"trace_id": "bbb1c3ff-5b2c-d0dd-4830-c5fafe33f278"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.21"
} | [
{
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"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.535,
"latency_ms": 3310,
"timestamp": "2026-01-07T02:45:43.367712Z",
"value_at_risk_usd": 23886683.77
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 102,
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"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -9.37
} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.743,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
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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": 0.516,
"id": "ATLAS-104524",
"outcome": "executed_with_caveats",
"strategic_value": "low",
"timestamp": "2026-01-04T03:24:00Z",
"trace_id": "392ebf63-1e21-ccde-ec48-79ac064d3c36"
} | {
"agent_type": "Trading_Agent",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.78"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.647,
"latency_ms": 3529,
"timestamp": "2026-01-04T00:32:31.820472Z",
"value_at_risk_usd": 14152886
},
{
"data_source": "demand_forecaster",
"domain": "... | {
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"confidence_threshold": 0.744,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -19.79
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.684",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.621,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
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"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": 0.597,
"id": "ATLAS-100593",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T09:53:00Z",
"trace_id": "16df0a19-2385-c221-8c8c-bdd551ed328b"
} | {
"agent_type": "AI_Scientist",
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"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.41"
} | [
{
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"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.561,
"latency_ms": 3809,
"timestamp": "2026-01-01T09:14:04.434479Z",
"value_at_risk_usd": 8322284.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 107,
"confidence_threshold": 0.734,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 19.71
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.788",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.625,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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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": 0.6,
"id": "ATLAS-101187",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T19:47:00Z",
"trace_id": "bb6cb764-aaf0-4265-4caf-20e296128eee"
} | {
"agent_type": "AI_Scientist",
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.41"
} | [
{
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"timestamp": "2026-01-01T15:58:23.603362Z",
"value_at_risk_usd": 24273914.01
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
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"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
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} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.56,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
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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": 0.613,
"id": "ATLAS-101209",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T20:09:00Z",
"trace_id": "d0ff5686-85d9-ecee-f78d-2db75a46b8d9"
} | {
"agent_type": "AI_Scientist",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.68"
} | [
{
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"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
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"latency_ms": 373,
"timestamp": "2026-01-01T16:10:51.332263Z",
"value_at_risk_usd": 7265305.39
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"decision_depth": 12,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 93.16
} | {
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"cross_domain_signal_count": 4,
"predictive_fidelity": 0.867,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
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