Zero-Knowledge Proof of Training Secures Private Consensus
This new ZKPoT consensus mechanism cryptographically validates model contributions without revealing private data, solving the privacy-efficiency trilemma for decentralized AI.
Revelation Mechanisms Enforce Truthful Consensus in Proof of Stake
Applying revelation mechanisms from game theory ensures Proof-of-Stake nodes propose truthful blocks in a unique subgame perfect equilibrium, mitigating dishonest forks.
Quantum Work Consensus Replaces Classical Mining for Quantum-Safe Efficiency
Introducing Proof of Quantum Work, a new consensus primitive leveraging quantum supremacy to deliver energy-efficient, quantum-resistant blockchain security.
Proof of Quantum Work Enables Energy-Efficient Quantum-Secured Consensus
A new consensus primitive, Proof of Quantum Work, leverages quantum supremacy for hashing, achieving quantum-secure finality and a projected 1,000x energy reduction.
Verkle Trees Enable Practical Stateless Clients via Polynomial Commitments
Benchmarking Verkle Trees against SNARK-based Merkle structures proves vector commitments are the practical path to reducing state burden and fortifying decentralization.
