Gnoza’s governance protocol is calibrated using inputs processed right here: direct user preferences, alignment tags, and custom low-rank adapters. Every submission is uniquely hashed, and this hash is broadcast directly to the Solana blockchain via a secure memo transaction. This establishes a transparent, chronological receipt allowing anyone to verify subsequent fine-tuning rounds. We utilize zero artificial tallies; only items permanently preserved on-chain influence the system.
Each verified input is committed directly as a state ledger entry on the Solana network, authorized securely by your Web3 wallet. This transaction is processed at pure base network cost—roughly 0.000005 SOL—without any external asset transfers. Your public key acts as your secure pseudonym, anchoring your contributions permanently on the open ledger.