Decentralized Inference

Running AI model inference across distributed networks of GPU providers rather than centralized cloud infrastructure, using blockchain for coordination, payment, and verification. Key verification approaches include ZKML (zero-knowledge proofs of correct inference) and trusted execution environments (TEEs). Projects include Bittensor, Render Network, and io.net on Solana.