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2.1 System Architecture

High-Level Architecture

Validation Cycle

Risk Register

RiskImpactMitigation
Low miner participationNetwork fails to bootstrap3x query frequency for early miners; GPU credits; $50K grants
Validator centralizationCollusion riskDeterministic task schedule; Yuma bond mechanism
Benchmark stalenessMiners overfitDeprecation at >70% scoring 0.90+ for 3 tempos
Competing orchestration layerMarket fragmentationFirst-mover; network effects; deep Bittensor integration
High execution costsDevelopers avoid C-SWONCost dimension in scoring; gateway subsidises early usage
Negative net TAO inflowsZero emissions (Taoflow)Active staker acquisition; public Alpha ROI dashboard
Pre-caching attackMiners memorise all tasksVRF task schedule keyed to (validator_hotkey, block)
Partner subnet non-determinismScores diverge across validatorsCanonical routing policy in benchmark JSON
Buggy benchmark taskDead weight in scoring poolQuarantine trigger + auto-remove after 5 tempos

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