Warden Protocol: AI-Specialized Layer-1 Blockchain Institutional Research Report @wardenprotocol is the first layer-1 blockchain specifically designed to integrate AI verification into blockchain, introducing a core verification layer called SPEX (Statistical Proof of Execution). SPEX allows for the verification of results through cryptographic proofs without the need to fully re-execute AI computations. This presents a middle ground that can replace costly zero-knowledge proofs or opaque trusted execution environments, occupying a unique position in the AI blockchain space. SPEX operates on a solver-verifier model. The solver generates a Bloom filter-based proof of several kilobytes after performing AI tasks. The verifier samples this to achieve an adjustable accuracy of up to 99.9%, with a delay of less than 100 milliseconds per task. Through semantic hashing techniques, it can also handle the output variability of probabilistic models, effectively addressing the "black box...
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