Important Progress!



The deep integration of JSTprove with Disperse is now officially live. This is not just a simple technical connection, but a critical moment where zkML technology moves from research to practical application.

In simple terms, it means bringing traditional machine learning inference onto the blockchain. Through cryptographic proofs, the inference process becomes verifiable and traceable, while also maintaining privacy—this is the trust mechanism that Web3 truly needs. No reliance on intermediaries is required; the validity of the computation results is ensured directly through mathematics.

What are the highlights of the JSTprove toolchain? A single command can initiate the complete zkML process. Users input data, the system automatically generates zero-knowledge proofs, and then verification occurs on-chain—all highly automated. This means developers no longer need to deeply understand complex cryptographic details to build privacy-preserving applications.

This upgrade has significant implications for the ecosystem. From academic concepts to production tools, zkML is truly being implemented.
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DustCollectorvip
· 12-19 17:40
Single-command startup of zkML process? Sounds a bit exaggerated; let's see how it performs in practice.
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SnapshotBotvip
· 12-17 16:31
Finally got my hands on this thing. zkML has gone from theoretical discussion to real-world application, and it's definitely a turning point. Running the entire process with a single command? If this really works well, it could significantly lower the barrier for developers. By the way, is this thing stable and reliable? Can it be used directly once launched? Just imagining scenarios where verifiable reasoning is on-chain makes me a bit excited... Privacy + transparency—this combo used to be just a mirage. Wow, machine learning is now on the blockchain. What’s impossible anymore? Stop talking, I’ve already figured out how to play with it. If this can run smoothly, the ecosystem will definitely be stirred up. Wait, so a single command is this awesome? There shouldn’t be any pitfalls, right? Cryptographic proofs are verifiable... Thinking about it carefully, it’s a bit terrifying—no more cheating in the future.
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SchrodingerGasvip
· 12-17 08:53
Sounds good, but my main concern is whether the interaction costs of this automated process have actually decreased. The previous "plug-and-play" solutions all got stuck in the gas wars, and I hope we won't repeat the same mistakes this time.
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ForkThisDAOvip
· 12-17 08:51
Finally, something practical has come out, not just empty talk. One command to handle zkML? That could significantly reduce developer costs.
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ChainPoetvip
· 12-17 08:46
zkML is finally no longer just talk on paper; it's becoming practical. If you ask me, it's one sentence: those academics used to complicate things, but now they give developers a key, allowing direct use without understanding the underlying principles. That's product thinking. The light client setup is already quite challenging, and now there's privacy computing... Web3 really hasn't been idle.
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