{"framework":"Compute Availability Factor (CAF)","specification":"v1.0","curator":"Serpens Inc. // CAF Watcher","updatedAt":"2026-10-19T10:02:41.906Z","entityCount":62,"entities":[{"id":"openaya","name":"OpenAYA","category":"AI Applications & Orchestration","overallGrade":"UNSCORED","deliveryGapScore":0,"physicalFeasibilityIndex":0,"confidence":"INSUFFICIENT","confidenceScoreQ":0.22,"cafInterval":{"lower":0,"upper":0,"midpoint":0},"capacityGW":{"operating":0,"contracted":0,"commissioned":0,"underConstruction":0,"announced":0,"totalStated":0},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0,"upper":0,"isKnown":false,"state":"Unknown / Not Presently Calculable","primaryLimitingFactor":"Upstream provider substation telemetry & account-specific power allocation not established","verifiableEvidenceSummary":"OpenAYA operates as a browser-delivered orchestration workspace consuming upstream model services. Renting compute is not a capacity shortfall, but physical E requires evidence tied to the serving resources."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0,"upper":0,"isKnown":false,"state":"Unknown / Not Presently Calculable","primaryLimitingFactor":"Abstracted behind upstream model API providers","verifiableEvidenceSummary":"No facility thermal telemetry tied to OpenAYA serving routes in public disclosures."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0,"upper":0,"isKnown":false,"state":"Gateway Routing Degraded / Fallback Observed (Oct 8 Snapshot)","primaryLimitingFactor":"Declared routing vs. delivered routing discrepancy (Gemini fallback serving)","verifiableEvidenceSummary":"Public receipts report fallback serving through Gemini rather than declared default. Oct 8 status response reports degraded routing but cannot establish live health today."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0,"upper":0,"isKnown":false,"state":"Requires Measured Workload Runs","primaryLimitingFactor":"Conflicting persistence disclosures & zero scored tasks on public receipts page","verifiableEvidenceSummary":"Beta page distinguishes available vs. experimental functionality; receipts page shows 0 scored tasks and insufficient A/B data."}},"evidenceLedgerCount":3,"canonicalUrl":"https://caf.serpens.app/entities/openaya"},{"id":"openai","name":"OpenAI","category":"Frontier AI Labs","overallGrade":"C+","deliveryGapScore":74,"physicalFeasibilityIndex":62,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.09,"upper":0.19,"midpoint":0.14},"capacityGW":{"operating":1.21,"contracted":0.44,"commissioned":0.33,"underConstruction":1.89,"announced":2.83,"totalStated":8.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.42,"upper":0.55,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 1.21 GW vs 8.5 GW stated demand (14% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.49,"upper":0.62,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Natural Draft Hyperbolic Cooling Towers."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.61,"upper":0.7,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.69,"upper":0.8,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/openai"},{"id":"anthropic","name":"Anthropic","category":"Frontier AI Labs","overallGrade":"B","deliveryGapScore":63,"physicalFeasibilityIndex":70,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.18,"upper":0.35,"midpoint":0.27},"capacityGW":{"operating":0.77,"contracted":0.28,"commissioned":0.21,"underConstruction":0.72,"announced":1.08,"totalStated":3.8},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.56,"upper":0.69,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.77 GW vs 3.8 GW stated demand (20% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.61,"upper":0.74,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Evaporative Cooling & Hybrid Chiller."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.69,"upper":0.78,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.76,"upper":0.87,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/anthropic"},{"id":"google-deepmind","name":"Google DeepMind","category":"Hyperscale Cloud & Infrastructure","overallGrade":"A","deliveryGapScore":22,"physicalFeasibilityIndex":90,"confidence":"HIGH","confidenceScoreQ":0.85,"cafInterval":{"lower":0.48,"upper":0.81,"midpoint":0.65},"capacityGW":{"operating":4.07,"contracted":1.48,"commissioned":1.11,"underConstruction":0.63,"announced":0.94,"totalStated":9.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.83,"upper":0.96,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 4.07 GW vs 9.5 GW stated demand (43% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.82,"upper":0.95,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Custom Closed-Loop Chilled Water."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.87,"upper":0.96,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.81,"upper":0.92,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/google-deepmind"},{"id":"meta-ai","name":"Meta AI / FAIR","category":"Hyperscale Cloud & Infrastructure","overallGrade":"A-","deliveryGapScore":36,"physicalFeasibilityIndex":82,"confidence":"HIGH","confidenceScoreQ":0.85,"cafInterval":{"lower":0.35,"upper":0.61,"midpoint":0.48},"capacityGW":{"operating":2.97,"contracted":1.08,"commissioned":0.81,"underConstruction":0.54,"announced":0.81,"totalStated":7.2},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.76,"upper":0.89,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 2.97 GW vs 7.2 GW stated demand (41% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.73,"upper":0.86,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Evaporative & Liquid Pilot."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.81,"upper":0.9,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.78,"upper":0.89,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/meta-ai"},{"id":"xai","name":"xAI (Colossus)","category":"Frontier AI Labs","overallGrade":"B-","deliveryGapScore":52,"physicalFeasibilityIndex":74,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.19,"upper":0.36,"midpoint":0.28},"capacityGW":{"operating":0.66,"contracted":0.24,"commissioned":0.18,"underConstruction":0.3,"announced":0.45,"totalStated":2.2},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.58,"upper":0.71,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.66 GW vs 2.2 GW stated demand (30% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.61,"upper":0.74,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Supermicro Liquid Direct-to-Chip."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.77,"upper":0.86,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.68,"upper":0.79,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/xai"},{"id":"microsoft-ai","name":"Microsoft AI / Azure","category":"Hyperscale Cloud & Infrastructure","overallGrade":"A","deliveryGapScore":32,"physicalFeasibilityIndex":86,"confidence":"HIGH","confidenceScoreQ":0.85,"cafInterval":{"lower":0.41,"upper":0.71,"midpoint":0.56},"capacityGW":{"operating":3.91,"contracted":1.42,"commissioned":1.06,"underConstruction":0.72,"announced":1.08,"totalStated":9.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.81,"upper":0.94,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 3.91 GW vs 9.5 GW stated demand (41% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.77,"upper":0.9,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Nuclear Baseload Interconnect."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.83,"upper":0.92,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/microsoft-ai"},{"id":"nvidia","name":"NVIDIA (Hardware Substrate)","category":"Hardware & Physical Substrate","overallGrade":"A","deliveryGapScore":28,"physicalFeasibilityIndex":94,"confidence":"HIGH","confidenceScoreQ":0.85,"cafInterval":{"lower":0.53,"upper":0.87,"midpoint":0.7},"capacityGW":{"operating":5.39,"contracted":1.96,"commissioned":1.47,"underConstruction":0.66,"announced":0.99,"totalStated":12},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.84,"upper":0.97,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 5.39 GW vs 12 GW stated demand (45% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.79,"upper":0.92,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Cleanroom Closed Loop."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.9,"upper":0.99,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/nvidia"},{"id":"deepseek","name":"DeepSeek (Sovereign Frontier)","category":"Chinese AI & Sovereignty","overallGrade":"A-","deliveryGapScore":22,"physicalFeasibilityIndex":88,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.38,"upper":0.64,"midpoint":0.51},"capacityGW":{"operating":0.26,"contracted":0.1,"commissioned":0.07,"underConstruction":0.05,"announced":0.1,"totalStated":0.55},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.74,"upper":0.87,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.26 GW vs 0.55 GW stated demand (47% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.69,"upper":0.82,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Efficiency Air & Cold Aisle Containment."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.81,"upper":0.9,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.92,"upper":0.99,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/deepseek"},{"id":"alibaba-cloud","name":"Alibaba Cloud (Qwen Ecosystem)","category":"Chinese AI & Sovereignty","overallGrade":"B+","deliveryGapScore":36,"physicalFeasibilityIndex":82,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.39,"upper":0.67,"midpoint":0.53},"capacityGW":{"operating":1.98,"contracted":0.72,"commissioned":0.54,"underConstruction":0.36,"announced":0.54,"totalStated":4.8},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.78,"upper":0.91,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 1.98 GW vs 4.8 GW stated demand (41% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.77,"upper":0.9,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Evaporative Free-Air Cooling."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.77,"upper":0.86,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.84,"upper":0.95,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/alibaba-cloud"},{"id":"aws-ai","name":"Amazon AWS (Hyperscale Substrate)","category":"Hyperscale Cloud & Infrastructure","overallGrade":"A-","deliveryGapScore":30,"physicalFeasibilityIndex":90,"confidence":"HIGH","confidenceScoreQ":0.85,"cafInterval":{"lower":0.47,"upper":0.79,"midpoint":0.63},"capacityGW":{"operating":4.84,"contracted":1.76,"commissioned":1.32,"underConstruction":0.66,"announced":0.99,"totalStated":11},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.84,"upper":0.97,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 4.84 GW vs 11 GW stated demand (44% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.81,"upper":0.94,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Closed Loop Chilled Water."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.86,"upper":0.95,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/aws-ai"},{"id":"huawei-ascend","name":"Huawei (Ascend AI Ecosystem)","category":"Chinese AI & Sovereignty","overallGrade":"B+","deliveryGapScore":38,"physicalFeasibilityIndex":81,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.35,"upper":0.61,"midpoint":0.48},"capacityGW":{"operating":2.31,"contracted":0.84,"commissioned":0.63,"underConstruction":0.39,"announced":0.58,"totalStated":5.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.8,"upper":0.93,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 2.31 GW vs 5.5 GW stated demand (42% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.73,"upper":0.86,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Natural Cave Airflow & Chilled Liquid."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.77,"upper":0.86,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.78,"upper":0.89,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/huawei-ascend"},{"id":"tsmc","name":"TSMC (The Silicon Choke Point)","category":"Hardware & Physical Substrate","overallGrade":"A","deliveryGapScore":24,"physicalFeasibilityIndex":96,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.59,"upper":0.95,"midpoint":0.77},"capacityGW":{"operating":4.35,"contracted":1.58,"commissioned":1.19,"underConstruction":0.18,"announced":0.27,"totalStated":8.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.86,"upper":0.99,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 4.35 GW vs 8.5 GW stated demand (51% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.85,"upper":0.98,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Ultra-Pure Chilled Water & Cleanroom Scrubber."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.91,"upper":0.99,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.89,"upper":0.99,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/tsmc"},{"id":"coreweave","name":"CoreWeave (The GPU AI Factory)","category":"Specialized Neocloud & Power","overallGrade":"B","deliveryGapScore":48,"physicalFeasibilityIndex":82,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.36,"upper":0.63,"midpoint":0.49},"capacityGW":{"operating":1.16,"contracted":0.42,"commissioned":0.32,"underConstruction":0.42,"announced":0.63,"totalStated":3.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.72,"upper":0.85,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 1.16 GW vs 3.5 GW stated demand (33% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.77,"upper":0.9,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct-to-Chip Liquid Cooling Loops."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.81,"upper":0.9,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/coreweave"},{"id":"vertiv","name":"Vertiv (The Thermal Infrastructure Master)","category":"Hardware & Physical Substrate","overallGrade":"A","deliveryGapScore":22,"physicalFeasibilityIndex":95,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.59,"upper":0.93,"midpoint":0.76},"capacityGW":{"operating":7.04,"contracted":2.56,"commissioned":1.92,"underConstruction":0.36,"announced":0.54,"totalStated":14},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.87,"upper":0.99,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 7.04 GW vs 14 GW stated demand (50% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.89,"upper":0.99,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Industrial Chiller Testing Lines."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.89,"upper":0.98,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/vertiv"},{"id":"g42-ai","name":"G42 (Sovereign Desert Compute)","category":"Sovereign AI & Megaprojects","overallGrade":"B-","deliveryGapScore":56,"physicalFeasibilityIndex":75,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.26,"upper":0.47,"midpoint":0.36},"capacityGW":{"operating":1.32,"contracted":0.48,"commissioned":0.36,"underConstruction":0.48,"announced":0.72,"totalStated":4},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.76,"upper":0.89,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 1.32 GW vs 4 GW stated demand (33% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.61,"upper":0.74,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Nuclear Baseload Direct-to-Chip Liquid."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.73,"upper":0.82,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.76,"upper":0.87,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/g42-ai"},{"id":"mistral-ai","name":"Mistral AI (European Sovereign Frontier)","category":"Frontier AI Labs","overallGrade":"B","deliveryGapScore":44,"physicalFeasibilityIndex":78,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.31,"upper":0.55,"midpoint":0.43},"capacityGW":{"operating":0.23,"contracted":0.08,"commissioned":0.06,"underConstruction":0.13,"announced":0.19,"totalStated":0.85},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.64,"upper":0.77,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.23 GW vs 0.85 GW stated demand (27% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.75,"upper":0.88,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Adiabatic Evaporative Cooling."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.73,"upper":0.82,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/mistral-ai"},{"id":"asml","name":"ASML (EUV & High-NA Lithography Chokepoint)","category":"Hardware & Physical Substrate","overallGrade":"A+","deliveryGapScore":18,"physicalFeasibilityIndex":96,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.61,"upper":0.94,"midpoint":0.77},"capacityGW":{"operating":0.4,"contracted":0.14,"commissioned":0.11,"underConstruction":0.05,"announced":0.1,"totalStated":0.85},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.86,"upper":0.99,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.4 GW vs 0.85 GW stated demand (47% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.91,"upper":0.99,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Ultra-Clean Closed-Loop Chilled Water & Nitrogen Atmosphere."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.91,"upper":0.99,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/asml"},{"id":"samsung-electronics","name":"Samsung Electronics (HBM4 & GAA Foundry Substrate)","category":"Hardware & Physical Substrate","overallGrade":"A","deliveryGapScore":24,"physicalFeasibilityIndex":92,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.48,"upper":0.81,"midpoint":0.65},"capacityGW":{"operating":1.54,"contracted":0.56,"commissioned":0.42,"underConstruction":0.12,"announced":0.18,"totalStated":3.2},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.84,"upper":0.97,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 1.54 GW vs 3.2 GW stated demand (48% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.81,"upper":0.94,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Massive Closed-Loop Industrial Centrifugal Chillers & UPW Recycling."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.89,"upper":0.98,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/samsung-electronics"},{"id":"schneider-electric","name":"Schneider Electric (Medium-Voltage Switchgear & Microgrids)","category":"Hardware & Physical Substrate","overallGrade":"A","deliveryGapScore":20,"physicalFeasibilityIndex":94,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.59,"upper":0.93,"midpoint":0.76},"capacityGW":{"operating":0.83,"contracted":0.3,"commissioned":0.22,"underConstruction":0.09,"announced":0.14,"totalStated":1.8},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.83 GW vs 1.8 GW stated demand (46% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.87,"upper":0.99,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at EcoStruxure Chilled Water & Smart Microgrid."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.89,"upper":0.98,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/schneider-electric"},{"id":"hpe-cray-frontier","name":"HPE Cray (Frontier & Exascale HPC)","category":"Supercomputing & National HPC","overallGrade":"A+","deliveryGapScore":16,"physicalFeasibilityIndex":96,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.61,"upper":0.95,"midpoint":0.78},"capacityGW":{"operating":0.06,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.12},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.06 GW vs 0.12 GW stated demand (50% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at 100% Direct Liquid-to-Die (Water-Cooled)."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.89,"upper":0.98,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.89,"upper":0.99,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/hpe-cray-frontier"},{"id":"cerebras","name":"Cerebras Systems","category":"Supercomputing & National HPC","overallGrade":"A-","deliveryGapScore":32,"physicalFeasibilityIndex":88,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.43,"upper":0.73,"midpoint":0.58},"capacityGW":{"operating":0.1,"contracted":0.05,"commissioned":0.03,"underConstruction":0.05,"announced":0.1,"totalStated":0.25},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.76,"upper":0.89,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.1 GW vs 0.25 GW stated demand (40% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.81,"upper":0.94,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Liquid Cold Plate (Closed Loop)."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.81,"upper":0.9,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/cerebras"},{"id":"riken-fugaku","name":"RIKEN & Fujitsu (Fugaku)","category":"Supercomputing & National HPC","overallGrade":"A+","deliveryGapScore":12,"physicalFeasibilityIndex":98,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.63,"upper":0.96,"midpoint":0.79},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.04},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.04 GW stated demand (125% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Water-Cooled Cold Plates + Closed Loop."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.92,"upper":0.99,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/riken-fugaku"},{"id":"ibm-quantum","name":"IBM Quantum (Quantum System Two)","category":"Quantum & Cryogenic Compute","overallGrade":"A","deliveryGapScore":24,"physicalFeasibilityIndex":94,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.57,"upper":0.91,"midpoint":0.74},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.08},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.84,"upper":0.97,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.08 GW stated demand (63% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.89,"upper":0.99,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Dilution Refrigerators (15 mK) + Liquid Chillers."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.88,"upper":0.97,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.87,"upper":0.98,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/ibm-quantum"},{"id":"google-quantum-ai","name":"Google Quantum AI","category":"Quantum & Cryogenic Compute","overallGrade":"A","deliveryGapScore":28,"physicalFeasibilityIndex":92,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.53,"upper":0.88,"midpoint":0.71},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.05},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.82,"upper":0.95,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.05 GW stated demand (100% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.87,"upper":0.99,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Dilution Refrigeration (BlueFors Cryostats)."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.87,"upper":0.96,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/google-quantum-ai"},{"id":"psiquantum","name":"PsiQuantum","category":"Quantum & Cryogenic Compute","overallGrade":"B+","deliveryGapScore":48,"physicalFeasibilityIndex":78,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.26,"upper":0.47,"midpoint":0.36},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.15},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.7,"upper":0.83,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.15 GW stated demand (33% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.75,"upper":0.88,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Massive Industrial 4K Liquid Helium Plant."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.75,"upper":0.84,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.66,"upper":0.77,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/psiquantum"},{"id":"bytedance-doubao","name":"ByteDance (Doubao & Seed)","category":"Asian AI Frontier","overallGrade":"A-","deliveryGapScore":36,"physicalFeasibilityIndex":86,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.43,"upper":0.73,"midpoint":0.58},"capacityGW":{"operating":1.21,"contracted":0.44,"commissioned":0.33,"underConstruction":0.39,"announced":0.58,"totalStated":3.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.78,"upper":0.91,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 1.21 GW vs 3.5 GW stated demand (35% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.77,"upper":0.9,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Evaporative Free Air Cooling + Indirect Liquid."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.81,"upper":0.9,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/bytedance-doubao"},{"id":"moonshot-ai","name":"Moonshot AI (Kimi)","category":"Asian AI Frontier","overallGrade":"B","deliveryGapScore":56,"physicalFeasibilityIndex":68,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.18,"upper":0.34,"midpoint":0.26},"capacityGW":{"operating":0.15,"contracted":0.06,"commissioned":0.04,"underConstruction":0.11,"announced":0.17,"totalStated":0.65},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.54,"upper":0.67,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.15 GW vs 0.65 GW stated demand (23% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.59,"upper":0.72,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Immersion & Free Air Cooling."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.69,"upper":0.78,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/moonshot-ai"},{"id":"baidu-ernie","name":"Baidu (ERNIE & Kunlunxin)","category":"Asian AI Frontier","overallGrade":"A","deliveryGapScore":30,"physicalFeasibilityIndex":90,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.5,"upper":0.83,"midpoint":0.67},"capacityGW":{"operating":0.99,"contracted":0.36,"commissioned":0.27,"underConstruction":0.3,"announced":0.45,"totalStated":2.8},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.82,"upper":0.95,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.99 GW vs 2.8 GW stated demand (35% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.85,"upper":0.98,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Density Water Cooling + Free Air."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.83,"upper":0.92,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/baidu-ernie"},{"id":"tencent-hunyuan","name":"Tencent (Hunyuan & Star Lake)","category":"Asian AI Frontier","overallGrade":"A","deliveryGapScore":28,"physicalFeasibilityIndex":92,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.52,"upper":0.87,"midpoint":0.7},"capacityGW":{"operating":1.16,"contracted":0.42,"commissioned":0.32,"underConstruction":0.33,"announced":0.5,"totalStated":3.2},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.84,"upper":0.97,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 1.16 GW vs 3.2 GW stated demand (36% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.84,"upper":0.97,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Liquid Cooling + Free Cooling."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.85,"upper":0.94,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.87,"upper":0.98,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/tencent-hunyuan"},{"id":"softbank-ai","name":"SoftBank (SB Intuitions & Sovereign Japan AI)","category":"Sovereign AI & Megaprojects","overallGrade":"B+","deliveryGapScore":48,"physicalFeasibilityIndex":82,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.33,"upper":0.58,"midpoint":0.45},"capacityGW":{"operating":0.61,"contracted":0.22,"commissioned":0.17,"underConstruction":0.42,"announced":0.63,"totalStated":2.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.74,"upper":0.87,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.61 GW vs 2.5 GW stated demand (24% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.77,"upper":0.9,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Density Liquid CDU Racks."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.81,"upper":0.9,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.72,"upper":0.83,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/softbank-ai"},{"id":"crusoe-energy","name":"Crusoe Energy (Behind-the-Meter Clean Compute)","category":"Specialized Neocloud & Clean Power","overallGrade":"A","deliveryGapScore":22,"physicalFeasibilityIndex":94,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.47,"upper":0.78,"midpoint":0.63},"capacityGW":{"operating":0.52,"contracted":0.19,"commissioned":0.14,"underConstruction":0.17,"announced":0.25,"totalStated":1.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.88,"upper":0.99,"isKnown":true,"state":"Energized Substation IT Load","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.52 GW vs 1.5 GW stated demand (35% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.83,"upper":0.96,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Density Liquid CDU Manifolds."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.81,"upper":0.9,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/crusoe-energy"},{"id":"xiaomi-mimo","name":"Xiaomi (MiMo & MiLM Ecosystem)","category":"Asian AI Frontier","overallGrade":"A","deliveryGapScore":32,"physicalFeasibilityIndex":88,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.43,"upper":0.73,"midpoint":0.58},"capacityGW":{"operating":0.36,"contracted":0.13,"commissioned":0.1,"underConstruction":0.16,"announced":0.25,"totalStated":1.2},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.78,"upper":0.91,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.36 GW vs 1.2 GW stated demand (30% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.77,"upper":0.9,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Closed-Loop Glycol & Industrial Air Economizers."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.83,"upper":0.92,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/xiaomi-mimo"},{"id":"sensetime-aidc","name":"SenseTime (SenseNova & Lingang AIDC)","category":"Asian AI Frontier","overallGrade":"B+","deliveryGapScore":44,"physicalFeasibilityIndex":78,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.33,"upper":0.59,"midpoint":0.46},"capacityGW":{"operating":0.21,"contracted":0.08,"commissioned":0.06,"underConstruction":0.08,"announced":0.12,"totalStated":0.65},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.74,"upper":0.87,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.21 GW vs 0.65 GW stated demand (32% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.73,"upper":0.86,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Water-Cooled Centrifugal Chillers & Variable Frequency Drives."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.79,"upper":0.88,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.78,"upper":0.89,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/sensetime-aidc"},{"id":"naver-hyperclova","name":"Naver (HyperCLOVA X & GAK Sejong)","category":"Asian AI Frontier","overallGrade":"A","deliveryGapScore":30,"physicalFeasibilityIndex":86,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.44,"upper":0.75,"midpoint":0.59},"capacityGW":{"operating":0.15,"contracted":0.05,"commissioned":0.04,"underConstruction":0.05,"announced":0.1,"totalStated":0.45},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.78,"upper":0.91,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.15 GW vs 0.45 GW stated demand (33% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.83,"upper":0.96,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at NAMU III Indirect Evaporative Air Cooling + Chilled Water (LEED Platinum)."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.83,"upper":0.92,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.82,"upper":0.93,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/naver-hyperclova"},{"id":"replit","name":"Replit","category":"AI Applications & Orchestration","overallGrade":"C","deliveryGapScore":77,"physicalFeasibilityIndex":54,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.06,"upper":0.14,"midpoint":0.1},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.18},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.34,"upper":0.47,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.18 GW stated demand (28% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.43,"upper":0.56,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Evaporative / Cloud Leased."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.57,"upper":0.66,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.68,"upper":0.79,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/replit"},{"id":"runway","name":"Runway","category":"Agents & Generative Media","overallGrade":"C+","deliveryGapScore":75,"physicalFeasibilityIndex":58,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.09,"upper":0.21,"midpoint":0.15},"capacityGW":{"operating":0.06,"contracted":0.05,"commissioned":0.02,"underConstruction":0.1,"announced":0.15,"totalStated":0.45},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.4,"upper":0.53,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.06 GW vs 0.45 GW stated demand (13% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.49,"upper":0.62,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Liquid to Air Assisted."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.63,"upper":0.72,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.76,"upper":0.87,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/runway"},{"id":"higgsfield-ai","name":"Higgsfield AI","category":"Agents & Generative Media","overallGrade":"C-","deliveryGapScore":81,"physicalFeasibilityIndex":49,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.04,"upper":0.1,"midpoint":0.07},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.08},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.28,"upper":0.41,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.08 GW stated demand (63% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.39,"upper":0.52,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Air-Cooled Colocation."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.49,"upper":0.58,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.72,"upper":0.83,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/higgsfield-ai"},{"id":"manus-ai","name":"Manus AI","category":"AI Applications & Orchestration","overallGrade":"D","deliveryGapScore":84,"physicalFeasibilityIndex":45,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.02,"upper":0.07,"midpoint":0.05},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.12},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.22,"upper":0.35,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.12 GW stated demand (42% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.35,"upper":0.48,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Commercial Cloud Air/Liquid."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.47,"upper":0.56,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.66,"upper":0.77,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/manus-ai"},{"id":"ai21-labs","name":"AI21 Labs","category":"Frontier AI Labs","overallGrade":"B-","deliveryGapScore":62,"physicalFeasibilityIndex":68,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.15,"upper":0.29,"midpoint":0.22},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.25},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.52,"upper":0.65,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.25 GW stated demand (20% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.58,"upper":0.71,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Air-Cooled Enterprise Hyperscale."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.65,"upper":0.74,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.74,"upper":0.85,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/ai21-labs"},{"id":"cohere","name":"Cohere","category":"Frontier AI Labs","overallGrade":"B-","deliveryGapScore":64,"physicalFeasibilityIndex":66,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.17,"upper":0.32,"midpoint":0.24},"capacityGW":{"operating":0.1,"contracted":0.05,"commissioned":0.03,"underConstruction":0.13,"announced":0.19,"totalStated":0.6},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.56,"upper":0.69,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.1 GW vs 0.6 GW stated demand (17% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.58,"upper":0.71,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Liquid-to-Air Assisted."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.67,"upper":0.76,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.76,"upper":0.87,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/cohere"},{"id":"david-ai","name":"David AI","category":"Agents & Generative Media","overallGrade":"B+","deliveryGapScore":48,"physicalFeasibilityIndex":76,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.19,"upper":0.36,"midpoint":0.28},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.06},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.56,"upper":0.69,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.06 GW stated demand (83% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.63,"upper":0.76,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Air-Cooled Acoustic Isolation Labs."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.67,"upper":0.76,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/david-ai"},{"id":"perplexity","name":"Perplexity","category":"Autonomous Agents & Applied AI","overallGrade":"B-","deliveryGapScore":68,"physicalFeasibilityIndex":64,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.1,"upper":0.22,"midpoint":0.16},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.08,"announced":0.12,"totalStated":0.35},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.44,"upper":0.57,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.35 GW stated demand (14% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.49,"upper":0.62,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Evaporative Chilled Water / Cloud Leased."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.63,"upper":0.72,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.76,"upper":0.87,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/perplexity"},{"id":"midjourney","name":"Midjourney","category":"Autonomous Agents & Applied AI","overallGrade":"B","deliveryGapScore":64,"physicalFeasibilityIndex":66,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.14,"upper":0.28,"midpoint":0.21},"capacityGW":{"operating":0.07,"contracted":0.05,"commissioned":0.02,"underConstruction":0.1,"announced":0.15,"totalStated":0.45},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.47,"upper":0.6,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.07 GW vs 0.45 GW stated demand (16% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.53,"upper":0.66,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Evaporative Cooling / Hyperscale Leased."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.67,"upper":0.76,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.82,"upper":0.93,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/midjourney"},{"id":"luma-ai","name":"Luma AI","category":"Autonomous Agents & Applied AI","overallGrade":"C+","deliveryGapScore":76,"physicalFeasibilityIndex":56,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.07,"upper":0.16,"midpoint":0.12},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.07,"announced":0.1,"totalStated":0.28},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.36,"upper":0.49,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.28 GW stated demand (18% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.45,"upper":0.58,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Stranded Gas Behind-the-Meter / Air Cooled."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.59,"upper":0.68,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.72,"upper":0.83,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/luma-ai"},{"id":"suno","name":"Suno","category":"Autonomous Agents & Applied AI","overallGrade":"C+","deliveryGapScore":72,"physicalFeasibilityIndex":60,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.09,"upper":0.19,"midpoint":0.14},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.22},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.38,"upper":0.51,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.22 GW stated demand (23% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.47,"upper":0.6,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Chilled Water Loop / Cloud Leased."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.61,"upper":0.7,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/suno"},{"id":"lovable","name":"Lovable","category":"AI Applications & Orchestration","overallGrade":"B-","deliveryGapScore":68,"physicalFeasibilityIndex":58,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.07,"upper":0.17,"midpoint":0.12},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.12},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.38,"upper":0.51,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.12 GW stated demand (42% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.45,"upper":0.58,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Evaporative / Cloud Tenant."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.61,"upper":0.7,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.69,"upper":0.8,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/lovable"},{"id":"v0-vercel","name":"v0 (Vercel)","category":"AI Applications & Orchestration","overallGrade":"B","deliveryGapScore":62,"physicalFeasibilityIndex":65,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.12,"upper":0.25,"midpoint":0.18},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.15},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.46,"upper":0.59,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.15 GW stated demand (33% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.51,"upper":0.64,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Direct Evaporative / Cloud Tenant."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.69,"upper":0.78,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.74,"upper":0.85,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/v0-vercel"},{"id":"bolt-new","name":"Bolt.new (StackBlitz)","category":"AI Applications & Orchestration","overallGrade":"B+","deliveryGapScore":59,"physicalFeasibilityIndex":70,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.16,"upper":0.32,"midpoint":0.24},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.09},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.54,"upper":0.67,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.09 GW stated demand (56% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.59,"upper":0.72,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Density Anycast Edge."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.67,"upper":0.76,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.76,"upper":0.87,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/bolt-new"},{"id":"cursor-anysphere","name":"Cursor (Anysphere)","category":"AI Applications & Orchestration","overallGrade":"B+","deliveryGapScore":61,"physicalFeasibilityIndex":68,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.17,"upper":0.33,"midpoint":0.25},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.16},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.5,"upper":0.63,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.16 GW stated demand (31% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.57,"upper":0.7,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Chilled Water Loop / Leased."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.71,"upper":0.8,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.82,"upper":0.93,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/cursor-anysphere"},{"id":"cognition-devin","name":"Cognition AI (Devin / Windsurf)","category":"AI Applications & Orchestration","overallGrade":"C+","deliveryGapScore":71,"physicalFeasibilityIndex":56,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.09,"upper":0.2,"midpoint":0.15},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.14},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.4,"upper":0.53,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.14 GW stated demand (36% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.47,"upper":0.6,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Chilled Water Loop / Leased."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.63,"upper":0.72,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.76,"upper":0.87,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/cognition-devin"},{"id":"atnorth-verne","name":"atNorth & Verne Global","category":"Nordic & Clean Energy Substrates","overallGrade":"A","deliveryGapScore":32,"physicalFeasibilityIndex":88,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.38,"upper":0.65,"midpoint":0.52},"capacityGW":{"operating":0.21,"contracted":0.08,"commissioned":0.06,"underConstruction":0.05,"announced":0.1,"totalStated":0.5},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.84,"upper":0.97,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.21 GW vs 0.5 GW stated demand (42% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.83,"upper":0.96,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at 100% Ambient Free Air Direct Liquid Assisted."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.77,"upper":0.86,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.7,"upper":0.81,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/atnorth-verne"},{"id":"teraco-africa","name":"Teraco Data Environments","category":"Hardware & Physical Substrate","overallGrade":"B","deliveryGapScore":52,"physicalFeasibilityIndex":74,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.21,"upper":0.4,"midpoint":0.3},"capacityGW":{"operating":0.1,"contracted":0.05,"commissioned":0.03,"underConstruction":0.05,"announced":0.1,"totalStated":0.35},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.62,"upper":0.75,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.1 GW vs 0.35 GW stated demand (29% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.65,"upper":0.78,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Efficiency Closed Loop Chilled Water."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.77,"upper":0.86,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.69,"upper":0.8,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/teraco-africa"},{"id":"nextdc-australia","name":"NEXTDC","category":"Hardware & Physical Substrate","overallGrade":"B+","deliveryGapScore":48,"physicalFeasibilityIndex":78,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.28,"upper":0.51,"midpoint":0.4},"capacityGW":{"operating":0.18,"contracted":0.06,"commissioned":0.05,"underConstruction":0.1,"announced":0.15,"totalStated":0.65},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.7,"upper":0.83,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.18 GW vs 0.65 GW stated demand (28% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.73,"upper":0.86,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Density Liquid & Chilled Water."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.79,"upper":0.88,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.7,"upper":0.81,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/nextdc-australia"},{"id":"alat-transcendence","name":"Alat / Project Transcendence","category":"Sovereign AI & Megaprojects","overallGrade":"C","deliveryGapScore":74,"physicalFeasibilityIndex":60,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.09,"upper":0.19,"midpoint":0.14},"capacityGW":{"operating":0.44,"contracted":0.16,"commissioned":0.12,"underConstruction":0.96,"announced":1.44,"totalStated":4},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.56,"upper":0.69,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.44 GW vs 4 GW stated demand (11% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.45,"upper":0.58,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Hybrid Adiabatic & Closed Loop Chilled Water."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.63,"upper":0.72,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.56,"upper":0.67,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/alat-transcendence"},{"id":"instadeep-biontech","name":"InstaDeep (BioNTech)","category":"Frontier AI Labs","overallGrade":"B+","deliveryGapScore":45,"physicalFeasibilityIndex":82,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.3,"upper":0.53,"midpoint":0.42},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.08},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.7,"upper":0.83,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.08 GW stated demand (63% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.69,"upper":0.82,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Air-Cooled Engineering Campus."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.75,"upper":0.84,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.82,"upper":0.93,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/instadeep-biontech"},{"id":"starcloud-space","name":"Starcloud & Orbital Space Compute","category":"Space & Orbital Compute","overallGrade":"C-","deliveryGapScore":88,"physicalFeasibilityIndex":42,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.02,"upper":0.06,"midpoint":0.04},"capacityGW":{"operating":0.05,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.05},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.34,"upper":0.47,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.05 GW vs 0.05 GW stated demand (100% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.31,"upper":0.44,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Emissivity Carbon Composite Radiator Panels (3K Space Sink)."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.5,"upper":0.59,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.39,"upper":0.5,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/starcloud-space"},{"id":"groq","name":"Groq (LPU Inference Substrate)","category":"Hardware & Physical Substrate","overallGrade":"A-","deliveryGapScore":34,"physicalFeasibilityIndex":86,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.38,"upper":0.67,"midpoint":0.53},"capacityGW":{"operating":0.23,"contracted":0.08,"commissioned":0.06,"underConstruction":0.13,"announced":0.19,"totalStated":0.85},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.7,"upper":0.83,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.23 GW vs 0.85 GW stated demand (27% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.75,"upper":0.88,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Delta3 High-CFM Liquid Assist."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.85,"upper":0.94,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.86,"upper":0.97,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/groq"},{"id":"magic-dev","name":"Magic.dev (Ultra-Long-Context & Code Frontier)","category":"Autonomous Agents & Applied AI","overallGrade":"B+","deliveryGapScore":54,"physicalFeasibilityIndex":72,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.25,"upper":0.47,"midpoint":0.36},"capacityGW":{"operating":0.06,"contracted":0.05,"commissioned":0.02,"underConstruction":0.05,"announced":0.1,"totalStated":0.25},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.62,"upper":0.75,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.06 GW vs 0.25 GW stated demand (24% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.65,"upper":0.78,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Chilled Water Closed Loop."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.79,"upper":0.88,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.8,"upper":0.91,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/magic-dev"},{"id":"poolside","name":"Poolside (Sovereign Code Foundation Models)","category":"Autonomous Agents & Applied AI","overallGrade":"B+","deliveryGapScore":52,"physicalFeasibilityIndex":74,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.27,"upper":0.49,"midpoint":0.38},"capacityGW":{"operating":0.1,"contracted":0.05,"commissioned":0.03,"underConstruction":0.07,"announced":0.1,"totalStated":0.4},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.67,"upper":0.8,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.1 GW vs 0.4 GW stated demand (25% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.67,"upper":0.8,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Chilled Water Closed Loop (EDF Baseload)."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.77,"upper":0.86,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.78,"upper":0.89,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/poolside"},{"id":"scale-ai","name":"Scale AI (Data Substrate & Synthetic Compute)","category":"Autonomous Agents & Applied AI","overallGrade":"A","deliveryGapScore":32,"physicalFeasibilityIndex":88,"confidence":"LOW","confidenceScoreQ":0.38,"cafInterval":{"lower":0.36,"upper":0.63,"midpoint":0.49},"capacityGW":{"operating":0.09,"contracted":0.05,"commissioned":0.02,"underConstruction":0.06,"announced":0.1,"totalStated":0.35},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.74,"upper":0.87,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.09 GW vs 0.35 GW stated demand (26% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.73,"upper":0.86,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at High-Security Chilled Water Loop."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.79,"upper":0.88,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.84,"upper":0.95,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/scale-ai"},{"id":"together-ai","name":"Together AI (Open-Source Neocloud & Distributed Inference)","category":"Specialized Neocloud & Clean Power","overallGrade":"B+","deliveryGapScore":42,"physicalFeasibilityIndex":82,"confidence":"MEDIUM","confidenceScoreQ":0.65,"cafInterval":{"lower":0.33,"upper":0.58,"midpoint":0.45},"capacityGW":{"operating":0.12,"contracted":0.05,"commissioned":0.03,"underConstruction":0.07,"announced":0.1,"totalStated":0.45},"physicalFactors":{"electricalE":{"symbol":"E","name":"Electrical Availability","lower":0.72,"upper":0.85,"isKnown":true,"state":"Transmission Interconnection Pending","primaryLimitingFactor":"500kV transformer supply and regional transmission queue backlog","verifiableEvidenceSummary":"Verifiably energized capacity is 0.12 GW vs 0.45 GW stated demand (27% energized)."},"thermalT":{"symbol":"T","name":"Thermal Availability","lower":0.71,"upper":0.84,"isKnown":true,"state":"Closed-Loop CDU & Direct Liquid Cooling","primaryLimitingFactor":"Cooling distribution units (CDUs) and summer peak wet-bulb heat dissipation","verifiableEvidenceSummary":"Cooling infrastructure verified at Stranded Flare Gas / Direct Evaporative."},"networkN":{"symbol":"N","name":"Runtime Network Availability","lower":0.79,"upper":0.88,"isKnown":true,"state":"High-Radix Optical Fabric Active","primaryLimitingFactor":"Cross-building optical transceiver failover and cross-zone jitter","verifiableEvidenceSummary":"Runtime network availability captures fabric packet loss, route convergence, and incident downtime (NVLink hardware generation captured in U_H)."},"operationalO":{"symbol":"O","name":"Operational Availability","lower":0.82,"upper":0.93,"isKnown":true,"state":"Orchestrated Workload Allocation","primaryLimitingFactor":"Checkpointing restart latency, scheduler allocation, and hardware failure MTBF","verifiableEvidenceSummary":"Measures scheduled runtime availability after hardware fault isolation, checkpointing rollback overhead, and software orchestrator maintenance."}},"evidenceLedgerCount":0,"canonicalUrl":"https://caf.serpens.app/entities/together-ai"}]}