Two-Step Algorithm Decentralizes ZK-Rollup Proving, Securing Finality and Incentives
A new two-step submission algorithm for zero-knowledge proofs fundamentally decentralizes the ZK-Rollup prover role, eliminating single-node failure risk and distributing economic rewards.
Proof-of-Learning Achieves Incentive Security for Decentralized AI Computation Market
A novel Proof-of-Learning mechanism replaces Byzantine security with incentive-security, provably aligning rational agents to build a decentralized AI compute market.
Verifiable Delay Functions Ensure Fair Transaction Ordering in DEXs
A novel mechanism integrates Verifiable Delay Functions into decentralized exchanges, cryptographically enforcing fair transaction ordering and mitigating front-running.