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": 0.823,
"id": "ATLAS-107176",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-05T23:36:00Z",
"trace_id": "a046d8f7-1fec-1a8e-9dfc-5f2eb6d5f377"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.42"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.794,
"latency_ms": 1176,
"timestamp": "2026-01-05T22:29:00.802453Z",
"value_at_risk_usd": 7802164.95
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 35,
"confidence_threshold": 0.784,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 46.29
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.843",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.554,
"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": 0.723,
"id": "ATLAS-108724",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-07T01:24:00Z",
"trace_id": "c21c7125-c2ef-f3ff-7723-7a1eff4a4e6d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.15"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.796,
"latency_ms": 2620,
"timestamp": "2026-01-06T22:50:29.290831Z",
"value_at_risk_usd": 5087885.48
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 19,
"confidence_threshold": 0.687,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 20.07
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.679",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.664,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.907,
"id": "ATLAS-103093",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-03T03:33:00Z",
"trace_id": "a1446b8f-bb62-6da7-c564-4572bbb3b873"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.75"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.579,
"latency_ms": 2869,
"timestamp": "2026-01-03T01:55:36.446307Z",
"value_at_risk_usd": 2542038
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 45,
"confidence_threshold": 0.896,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 76.9
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.654",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.778,
"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": 0.724,
"id": "ATLAS-102834",
"outcome": "rolled_back",
"strategic_value": "critical",
"timestamp": "2026-01-02T23:14:00Z",
"trace_id": "c0ab908f-835e-0883-94bb-514c86d2eecb"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.71"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.845,
"latency_ms": 3978,
"timestamp": "2026-01-02T22:54:22.790515Z",
"value_at_risk_usd": 14186653.66
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 29,
"confidence_threshold": 0.911,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 3.6
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.726",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.777,
"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": 0.932,
"id": "ATLAS-102687",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T20:47:00Z",
"trace_id": "f3e920bf-77a2-722f-039d-477bbdef013a"
} | {
"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-AGGRESSIVE-0.68"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.493,
"latency_ms": 2441,
"timestamp": "2026-01-02T19:40:08.301060Z",
"value_at_risk_usd": 17967226.45
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 137,
"confidence_threshold": 0.667,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 91.45
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.634",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.794,
"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": 0.958,
"id": "ATLAS-104868",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-04T09:08:00Z",
"trace_id": "170b8049-abed-5a41-1126-382fad6e06c1"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.5"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.491,
"latency_ms": 454,
"timestamp": "2026-01-04T08:25:31.718886Z",
"value_at_risk_usd": 10539755.38
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 48,
"confidence_threshold": 0.788,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -27.41
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.721",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.791,
"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": 0.508,
"id": "ATLAS-104775",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T07:35:00Z",
"trace_id": "d24a5a8f-2335-9ef7-1749-ff5e07344a8d"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.33"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.461,
"latency_ms": 3786,
"timestamp": "2026-01-04T06:20:25.944439Z",
"value_at_risk_usd": 9631207.57
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 16,
"confidence_threshold": 0.737,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 87.2
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.703",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.873,
"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": 0.565,
"id": "ATLAS-102368",
"outcome": "partial_success",
"strategic_value": "transformative",
"timestamp": "2026-01-02T15:28:00Z",
"trace_id": "cfc05def-3230-2f80-8a5d-87d30ab7f19e"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.86"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.878,
"latency_ms": 2504,
"timestamp": "2026-01-02T14:18:06.894122Z",
"value_at_risk_usd": 21032847.46
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 116,
"confidence_threshold": 0.766,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -23.25
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.826",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.671,
"signal_conflicts": [
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.753,
"id": "ATLAS-104605",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-04T04:45:00Z",
"trace_id": "f979d325-c088-8841-e277-5db5ec2f54a9"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.49"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.552,
"latency_ms": 2656,
"timestamp": "2026-01-04T00:57:02.087615Z",
"value_at_risk_usd": 933648.98
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 44,
"confidence_threshold": 0.634,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 79.24
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.765",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.554,
"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": 0.617,
"id": "ATLAS-104553",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T03:53:00Z",
"trace_id": "67aa753b-a9c7-8db1-3c26-4edc54067d3a"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.88"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.794,
"latency_ms": 1597,
"timestamp": "2026-01-04T02:11:43.941814Z",
"value_at_risk_usd": 19582552.1
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 84,
"confidence_threshold": 0.712,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 90.92
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.719",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.562,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.877,
"id": "ATLAS-103906",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-03T17:06:00Z",
"trace_id": "58f1f5bf-d727-b52b-f011-a887c72c7063"
} | {
"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-0.74"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.489,
"latency_ms": 1527,
"timestamp": "2026-01-03T16:13:27.624718Z",
"value_at_risk_usd": 9059953.94
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 61,
"confidence_threshold": 0.917,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 81.13
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.707",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.608,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.673,
"id": "ATLAS-105624",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T21:44:00Z",
"trace_id": "aafbb818-74ee-542c-23a8-b1473b4f20e0"
} | {
"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-0.83"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.808,
"latency_ms": 3935,
"timestamp": "2026-01-04T20:47:04.428230Z",
"value_at_risk_usd": 20467343.04
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 46,
"confidence_threshold": 0.557,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 61.26
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.641",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.717,
"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": 0.46,
"id": "ATLAS-100424",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T07:04:00Z",
"trace_id": "53a3b34e-87e5-04ce-1c17-9c69953599c6"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.55"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.555,
"latency_ms": 2984,
"timestamp": "2026-01-01T04:15:39.459258Z",
"value_at_risk_usd": 8494362.69
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 46,
"confidence_threshold": 0.881,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 63.76
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.777",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.817,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
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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": 0.64,
"id": "ATLAS-104332",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-04T00:12:00Z",
"trace_id": "ea7aa3a9-d99b-1378-dd6a-a272c2eb164d"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.63"
} | [
{
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"fidelity_score": 0.592,
"latency_ms": 468,
"timestamp": "2026-01-03T21:05:01.735537Z",
"value_at_risk_usd": 10980294.53
},
{
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"domain":... | {
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"counterfactual_considered": false,
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"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 73.24
} | {
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]
} | {
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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": 0.417,
"id": "ATLAS-104870",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T09:10:00Z",
"trace_id": "ab2644c8-62f9-72db-97bc-984f04b6c7d3"
} | {
"agent_type": "Trading_Agent",
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"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.35"
} | [
{
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"fidelity_score": 0.923,
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"timestamp": "2026-01-04T05:30:23.452109Z",
"value_at_risk_usd": 21008987.74
},
{
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"domain"... | {
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"counterfactual_considered": false,
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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 0.642",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.847,
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} | {
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],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.879,
"id": "ATLAS-101689",
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"strategic_value": "medium",
"timestamp": "2026-01-02T04:09:00Z",
"trace_id": "4de631a1-c1c9-73b3-9b3a-bc182b7d7862"
} | {
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.21"
} | [
{
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"value_at_risk_usd": 21411726.05
},
{
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"domain": "biotech... | {
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"primary_objective": "accelerate_discovery_to_IP_cycle",
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} | {
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]
} | {
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"reinforcement_learning",
"strategic_ai_research"
],
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"synthetic": true
} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-01T04:11:00Z",
"trace_id": "ae4ed89f-d659-d69f-4eca-d2663f29d615"
} | {
"agent_type": "AI_Scientist",
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],
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} | [
{
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"timestamp": "2026-01-01T00:37:08.926685Z",
"value_at_risk_usd": 3692111.09
},
{
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"domain": "biotech",... | {
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"primary_objective": "maximize_experimental_information_gain",
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} | {
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"signal_conflicts": []
} | {
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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": 0.466,
"id": "ATLAS-106897",
"outcome": "escalated_to_human",
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"timestamp": "2026-01-05T18:57:00Z",
"trace_id": "875e519a-4292-bbea-145b-2d53d818e39f"
} | {
"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-EXPLOIT-0.52"
} | [
{
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"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.459,
"latency_ms": 3577,
"timestamp": "2026-01-05T15:07:33.693471Z",
"value_at_risk_usd": 22051233.55
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "maximize_swarm_resilience",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.945,
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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": 0.629,
"id": "ATLAS-105716",
"outcome": "objective_achieved",
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"timestamp": "2026-01-04T23:16:00Z",
"trace_id": "90e0fb7a-5c43-d892-dd45-1326452f1487"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.73"
} | [
{
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"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.843,
"latency_ms": 1275,
"timestamp": "2026-01-04T20:01:01.870241Z",
"value_at_risk_usd": 23994211.24
},
{
"data_source": "demand_forecaster",
"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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} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.848,
"id": "ATLAS-103864",
"outcome": "objective_achieved",
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"timestamp": "2026-01-03T16:24:00Z",
"trace_id": "0c172b8d-a45f-96c2-a11b-bfa7d9e387e4"
} | {
"agent_type": "Trading_Agent",
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],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.48"
} | [
{
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"timestamp": "2026-01-03T13:17:13.481628Z",
"value_at_risk_usd": 16058174.2
},
{
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"domain": ... | {
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"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
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} | {
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"cross_domain_signal_count": 3,
"predictive_fidelity": 0.764,
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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
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.667,
"id": "ATLAS-109496",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-07T14:16:00Z",
"trace_id": "2ca333a4-cbf3-f723-c30a-9c3771869353"
} | {
"agent_type": "Orchestrator",
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"escalation_chain": [
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"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.88"
} | [
{
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"timestamp": "2026-01-07T12:15:14.024129Z",
"value_at_risk_usd": 18488988.87
},
{
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"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": 0.792,
"id": "ATLAS-107420",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-06T03:40:00Z",
"trace_id": "39fe2260-9e03-5da9-882d-6523e57c2ea9"
} | {
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"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.15"
} | [
{
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"fidelity_score": 0.692,
"latency_ms": 3887,
"timestamp": "2026-01-06T00:23:11.083484Z",
"value_at_risk_usd": 10516535.56
},
{
"data_source": "simulation_twin",
"domain... | {
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"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "rebalance_load_under_node_failure",
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} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.61",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.706,
"signal_conflicts": [
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]
} | {
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"intended_use": [
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"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
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