The biggest lie in the blockchain AI scene is forcing every node to rerun the model for the sake of decentralization. @OpenGradient chose to flip the table, using the HACA framework to completely separate execution from verification. Calculations are handled off-chain with GPUs, while on-chain, strict audits are conducted through zkML and TEE proofs, replacing blind trust with "verifiable inference".
The key to this hardcore revolution lies in how $OPG balances security and cost. zkML is secure but slow and costly; inevitably, most traffic will flow towards low-cost, fast lanes in the future.
Therefore, when keeping an eye on #OPG , don't just watch the coin price; the real indicators of this eight-year marathon's outcome will be the substantial growth of the model ecosystem and the trading volume ratio of "strong proofs and fast lanes."
The key to this hardcore revolution lies in how $OPG balances security and cost. zkML is secure but slow and costly; inevitably, most traffic will flow towards low-cost, fast lanes in the future.
Therefore, when keeping an eye on #OPG , don't just watch the coin price; the real indicators of this eight-year marathon's outcome will be the substantial growth of the model ecosystem and the trading volume ratio of "strong proofs and fast lanes."