ZK-Coprocessors: State of the Art & Future Directions | Severiano Sisneros - The GraphSemiotic Labs

Summary:1. ZK coprocessors are a specialized type of blockchain coprocessor designed to offload computation from the blockchain, which can save on gas costs, enhance performance, and introduce trustless verification.2. Coprocessors, in general, accelerate the performance of systems, as seen historically with devices like the I 387 floating point unit or modern GPUs.3. Blockchain coprocessors can perform heavy computations off-chain and then provide a proof to the on-chain smart contract, which is verified to be correct with minimal computation, thus saving on gas.4. Trust assumptions play a key role in blockchain coprocessors, with ZK coprocessors offering a trustless model relying on zero-knowledge proofs, thereby not requiring users to trust any authority or group.5. The current use cases for blockchain and ZK coprocessors involve layer-two scaling solutions, scalable computing for AI/ML applications, and historical blockchain data proofs.6. ZK coprocessors are evolving with various approaches for improving proving performance, flexibility, prover compatibility, and cost of smart contract verification.7. The Graph, a decentralized blockchain data indexing and querying protocol, is an example of a blockchain coprocessor with a goal to remove high trust assumptions by transitioning to ZK snark-based proofs for stronger future behavior commitments and greater network composability.Key Questions and Answers:- What are ZK coprocessors?ZK coprocessors accelerate blockchain computations by doing heavy calculations off-chain and providing a zero-knowledge proof for on-chain verification, making the process trustless and saving gas.- How do ZK coprocessors relate to traditional coprocessors?Both traditional and ZK coprocessors are designed to offload computations to enhance system performance, however, ZK coprocessors specifically target blockchain computations and introduce trustless verification.- Why are trust assumptions important in blockchain coprocessors?Trust assumptions are crucial because they determine who or what users have to trust for the coprocessor's computations to be considered valid. ZK coprocessors minimize trust by utilizing cryptographic proofs.- What developments are taking place in the ZK coprocessors space?Developments include custom proving systems for specific computations, general-purpose ZK virtual machines (ZKVMs), application-specific circuits for performance, and infrastructure to handle data availability.- How does The Graph protocol intend to use ZK coprocessors?The Graph aims to use ZK coprocessors to become less reliant on high trust assumptions and move towards a snark-based verification process. This transition will allow for stronger commitments about future behavior and greater composability within their network.Story:In the early 90s, the Intel 386 processor had difficulties with floating-point arithmetic. Intel introduced the I 387 as a coprocessor to handle these calculations, enabling advancements in scientific and statistical computing—this illustrates the foundational role that coprocessors have played in expanding computational capabilities.Core Takeaway:- The core problem discussed is the inefficiency and high costs associated with performing heavy computations on the blockchain, along with the trust required in the verification process.- The consequences of not addressing this problem are prohibitive gas costs, reduced performance, and limited scalability of blockchain applications, as well as the potential risks associated with centralized trust assumptions.- Three key ideas to address the problem include: 1. Employing blockchain coprocessors with ZK proofs to offload computations and achieve gas savings while providing trustless verification. 2. Continuing the development of custom proving systems and ZKVMs to make it easier for developers to create and prove the correctness of complex computations. 3. Transitioning protocols such as The Graph towards decentralized and trustless verification methods to ensure long-term reliability and network composability.Tags here: ZK coprocessors, blockchain coprocessors, The Graph, trust assumptions, zero-knowledge proofs, scalability, cryptographic proofs.