Building a verifiable foundation for AI

Joined January 2025
Here's a snapshot of what we're working on at @LurkLab. This also serves as a snapshot of the kind things coding agents can plausibly accomplish these days.
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we are quietly shipping, anon sneak peek at LurkOS, our provable operating system sending 100k transactions between actors yes, this is all intra-actor and without proofs, but this is just the start.
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is that JS fib running in LurkScript REPL? Why yes it is.
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Lurk Lab retweeted
Wow, I haven't kept up with Lurk. That's amazing. Okay @LurkLab is going on my study list 🤝
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Lurk does something similar with similar results. All data and code is commitment based, including proof I/O (which is then opened and committed to at each step of computation), so with content-addressed data storage you can generate proofs of computation over arbitrarily sized datasets stored in arbitrary locations. Even private data. Although we use Poseidon to get const sized commitments, this makes me wonder if there is some PCS method to use as a commitment scheme for proofs over large datasets that would perform better than Poseidon.
The Accidental Computer with @angeris on prover acceleration via DA encodings In short, proofs-of-encoding (such as ZODA) perform much of the work of a code-based PCS, making it cheap to “embed” verifiable computations over data posted to a DA layer
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A little view behind the curtain, anon. You can now write provable JavaScript with Lurk. This shows why Lurk is so powerful. It took just 5 weeks to make it possible to compile JS into a JS representation of Lurk that can either be interpreted in place as JS or passed through Lurk for proving. Onwards to on-boarding millions of devs to ZK.
My LurkScript implementation is now minimally feature-complete. This lets you author arbitrary Lurk programs in a (functional, immutable) subset of JavaScript. It's implemented in TypeScript, and will allow tight integration with the JS ecosystem, toolchain, and web application.
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Provable JavaScript? Check. Users can now write programs in JavaScript, compile to LurkScript, evaluate in place or pass through Lurk to generate a proof. Getting ready for that Web2 scale ZK.
My LurkScript implementation is now minimally feature-complete. This lets you author arbitrary Lurk programs in a (functional, immutable) subset of JavaScript. It's implemented in TypeScript, and will allow tight integration with the JS ecosystem, toolchain, and web application.
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