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": 0.447,
"id": "ATLAS-105478",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T19:18:00Z",
"trace_id": "28fc8818-8a3f-eb82-6c1f-cb5451d6d6cb"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.55"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.561,
"latency_ms": 3078,
"timestamp": "2026-01-04T16:02:11.633061Z",
"value_at_risk_usd": 15429642.87
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 36,
"confidence_threshold": 0.63,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 27.27
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.709",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.966,
"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": 0.815,
"id": "ATLAS-104270",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-03T23:10:00Z",
"trace_id": "63c6981c-8a3b-58cb-4b23-d85152c31e73"
} | {
"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-EXPLOIT-0.67"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.893,
"latency_ms": 3203,
"timestamp": "2026-01-03T19:42:26.400920Z",
"value_at_risk_usd": 22679770.71
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 23,
"confidence_threshold": 0.769,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -22.79
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.76",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.767,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.796,
"id": "ATLAS-103692",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-03T13:32:00Z",
"trace_id": "dba9dbd7-e8df-92cb-a128-e77bd31fc431"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.78"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.761,
"latency_ms": 2357,
"timestamp": "2026-01-03T09:45:53.633029Z",
"value_at_risk_usd": 12963872.88
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 27,
"confidence_threshold": 0.621,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 93.95
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.807",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.732,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.772,
"id": "ATLAS-109374",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-07T12:14:00Z",
"trace_id": "8e3559c8-9d31-05b7-6fc8-2fb49851ae07"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.5"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.903,
"latency_ms": 334,
"timestamp": "2026-01-07T09:59:21.236270Z",
"value_at_risk_usd": 6341897.88
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 34,
"confidence_threshold": 0.673,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 51.91
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.72",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.937,
"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": 0.486,
"id": "ATLAS-103673",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T13:13:00Z",
"trace_id": "32183944-a419-5a9e-7f9e-6efde0284fcc"
} | {
"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-EXPLORE-0.18"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.754,
"latency_ms": 1633,
"timestamp": "2026-01-03T12:43:35.509893Z",
"value_at_risk_usd": 15062864.58
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 10,
"confidence_threshold": 0.896,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 44.44
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.8",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.904,
"signal_conflicts": [
"fidelity_mismatch",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.948,
"id": "ATLAS-104420",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-04T01:40:00Z",
"trace_id": "f5085c57-2807-ac79-f989-746ca288abb7"
} | {
"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-0.52"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.543,
"latency_ms": 3190,
"timestamp": "2026-01-03T23:19:20.374490Z",
"value_at_risk_usd": 8373935.92
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 126,
"confidence_threshold": 0.861,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -14.15
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.651",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.903,
"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": 0.916,
"id": "ATLAS-105886",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-05T02:06:00Z",
"trace_id": "66e9191a-619c-b53e-00ac-eefb72702f15"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.32"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.514,
"latency_ms": 3823,
"timestamp": "2026-01-05T01:24:05.544810Z",
"value_at_risk_usd": 12485345.45
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 121,
"confidence_threshold": 0.856,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 61.44
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.787",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.782,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.408,
"id": "ATLAS-103258",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T06:18:00Z",
"trace_id": "1806b370-21df-ab8f-5154-18fe1cc1ce15"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.19"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.762,
"latency_ms": 3627,
"timestamp": "2026-01-03T05:02:14.850145Z",
"value_at_risk_usd": 15425881.39
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 105,
"confidence_threshold": 0.851,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 67.78
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.693",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.767,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"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": 0.496,
"id": "ATLAS-104532",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T03:32:00Z",
"trace_id": "75c611a7-4f2f-76f8-a751-3a6b72b5cc29"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.711,
"latency_ms": 864,
"timestamp": "2026-01-04T02:11:50.907678Z",
"value_at_risk_usd": 8315527.53
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 98,
"confidence_threshold": 0.749,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 49.25
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.694",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.617,
"signal_conflicts": [
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.739,
"id": "ATLAS-104689",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-04T06:09:00Z",
"trace_id": "a214ed02-c9f5-37fb-fe86-d264b1edcd33"
} | {
"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-CONSERVATIVE-0.89"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.731,
"latency_ms": 2018,
"timestamp": "2026-01-04T05:58:33.037843Z",
"value_at_risk_usd": 11037739.49
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 11,
"confidence_threshold": 0.852,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -24.38
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.778",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.502,
"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": 0.885,
"id": "ATLAS-103276",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T06:36:00Z",
"trace_id": "f7bd2df8-5715-8888-6e7b-4bb04991f9a3"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.41"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.889,
"latency_ms": 592,
"timestamp": "2026-01-03T04:46:21.320373Z",
"value_at_risk_usd": 18650804.26
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 89,
"confidence_threshold": 0.902,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 4.12
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.742",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.871,
"signal_conflicts": [
"value_at_risk_divergence",
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.944,
"id": "ATLAS-108352",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-06T19:12:00Z",
"trace_id": "e32234bc-d47e-70a9-5e3b-b30d611b3378"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.67"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.756,
"latency_ms": 1850,
"timestamp": "2026-01-06T17:28:05.567952Z",
"value_at_risk_usd": 5874233.34
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 46,
"confidence_threshold": 0.713,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 87.74
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.754",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.713,
"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": 0.818,
"id": "ATLAS-103383",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T08:23:00Z",
"trace_id": "02a6f0b9-ed5b-831f-2d81-a5a7e66e19b4"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.75"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.857,
"latency_ms": 2164,
"timestamp": "2026-01-03T05:37:33.367324Z",
"value_at_risk_usd": 8892933.73
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 8,
"confidence_threshold": 0.838,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 41.12
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.686",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.669,
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} | {
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"timestamp": "2026-01-07T04:06:29.480459Z",
"value_at_risk_usd": 789280.94
},
{
"data_source": "simulation_twin",
"domain":... | {
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"primary_objective": "rebalance_load_under_node_failure",
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} | {
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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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.646,
"id": "ATLAS-101178",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-01T19:38:00Z",
"trace_id": "74b93747-5ae7-039d-6077-ea91c8e5203f"
} | {
"agent_type": "AI_Scientist",
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"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.84"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
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"latency_ms": 2112,
"timestamp": "2026-01-01T18:47:47.564393Z",
"value_at_risk_usd": 15226249.83
},
{
"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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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.9,
"id": "ATLAS-107581",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T06:21:00Z",
"trace_id": "31a39b55-9609-2f78-40cf-dba9a47a73f7"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
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"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.55"
} | [
{
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"fidelity_score": 0.532,
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"timestamp": "2026-01-06T05:58:11.381957Z",
"value_at_risk_usd": 11151192
},
{
"data_source": "simulation_twin",
"domain": ... | {
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"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 92.17
} | {
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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": 0.568,
"id": "ATLAS-101692",
"outcome": "escalated_to_human",
"strategic_value": "high",
"timestamp": "2026-01-02T04:12:00Z",
"trace_id": "7c0b9fa5-04ad-e787-c8c6-a29dc620eb5f"
} | {
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"governance_board"
],
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"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.85"
} | [
{
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"latency_ms": 3956,
"timestamp": "2026-01-02T01:11:43.545791Z",
"value_at_risk_usd": 6089941.68
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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} | {
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],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.978,
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"timestamp": "2026-01-01T12:01:00Z",
"trace_id": "e5ba54e7-f56f-c67d-105a-34a984f4d276"
} | {
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.63"
} | [
{
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"fidelity_score": 0.691,
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"value_at_risk_usd": 9707318.28
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
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"primary_objective": "maximize_experimental_information_gain",
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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": 0.416,
"id": "ATLAS-109560",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T15:20:00Z",
"trace_id": "9d61e6da-6496-c22d-e06e-80dd7ad7be5c"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.38"
} | [
{
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"timestamp": "2026-01-07T13:36:45.351427Z",
"value_at_risk_usd": 10392918.13
},
{
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"domain... | {
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"confidence_threshold": 0.719,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "restore_service_with_minimal_disruption",
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} | {
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"cross_domain_signal_count": 3,
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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": 0.675,
"id": "ATLAS-104508",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-04T03:08:00Z",
"trace_id": "064683ea-82a5-166a-1650-0df2b0828189"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.81"
} | [
{
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"fidelity_score": 0.838,
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"timestamp": "2026-01-03T23:17:12.526428Z",
"value_at_risk_usd": 23599143.59
},
{
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"domain"... | {
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"primary_objective": "hedge_tail_exposure",
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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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.941,
"id": "ATLAS-108359",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T19:19:00Z",
"trace_id": "05ad8493-c453-ef6b-c2a4-70a5b9d5ab92"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.12"
} | [
{
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"timestamp": "2026-01-06T15:29:06.462009Z",
"value_at_risk_usd": 18370026.75
},
{
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"domain"... | {
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"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.758,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
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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-108606",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-06T23:26:00Z",
"trace_id": "d2f3a3f9-eedb-9a5d-de4e-efab1de1e740"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.29"
} | [
{
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"timestamp": "2026-01-06T20:54:19.851215Z",
"value_at_risk_usd": 4063412.23
},
{
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"domain"... | {
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"decision_depth": 12,
"primary_objective": "restore_service_with_minimal_disruption",
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} | {
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"predictive_fidelity": 0.925,
"signal_conflicts": [
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]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
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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": 0.831,
"id": "ATLAS-106007",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T04:07:00Z",
"trace_id": "df393a8f-4774-3f70-313e-e9e212287079"
} | {
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.32"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
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"fidelity_score": 0.864,
"latency_ms": 2194,
"timestamp": "2026-01-05T01:46:09.166054Z",
"value_at_risk_usd": 21849402.92
},
{
"data_source": "demand_forecaster",
"domain"... | {
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"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
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} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.664",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.724,
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} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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