Trustless AI memory.
https://www.kinic.io/
SoTa zkML:
https://github.com/ICME-Lab/jolt-atlas
https://NovaNet.xyz
https://blog.icme.io/
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'Were it left to me to decide whether we should have a government without privacy, or privacy without a government, I should not hesitate a moment to prefer the latter' - one of the founding fathers...
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Molach's Bargain applies to LLM 😓
You could use succinct verifiable compute (zkp) as a safeguard for re-grounding models.
https://app.scholars.io/research/496432/molochs-bargain-emergent-misalignment-when-llms-compete-for-audiences
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Visiting New York next month as a long term expat in Japan. Who should I meet?
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So what's new in folding implementations / client-side ZK? So many cool things. But here is a quick update.
1. We made an on-chain verifier that works in ~750,000 gas.. based on the work from PSE.
Folding + cheap on-chain verification allows big / aggregated computations to trigger smart contracts cheaply.
Read:
https://www.novanet.xyz/blog/any-computation-is-verifiable-with-cheap-on-chain-folding-verifiers
2. 3x speed up seen from preliminary NeutronNova work.. ported to zkEngine this means 3 minutes proofs in browser are 1 minute proofs. All pre-webGPU. 🤯
Recent work also moves public param gen time from 24.3s to 3.2s.
We will be releasing a concept called "Proof Parties - have fun proving with you friends" in a week or two so.. Stay tuned ⏱️
PR:
https://github.com/microsoft/Nova/pull/368
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So, most ZKP use Elliptic Curves or Hashes as bases.
I often find myself in a kool-aid man type scenario when I bring up: Lattice.
Lattice are homomorphic, arguably post quantum secure, and use integers.
Here is the latest and greatest Lattice based PCS:
https://eprint.iacr.org/2024/1293?s=35
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Introducing 'Proof Parties' - a platform for games and competitions demonstrating the state of the art in ZKP.
At ETH Denver I heard a bunch of :
"Why is ZK important?"
"What can I do with it?"
"Show me!"
1/4 thread.
Try it:
https://zkp.fun/
My blog about it:
https://icme.ghost.io/proof-parties-zero-knowledge-proofs-with-friends/
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I said this many times in 2024.. and not sure how many heard me, so one last time 📣
Zero-knowledge proofs are not just for scaling! i.e not just zkL2/ rollups, validity proofs, or a tool to make ETH 3.0.
They are also for privacy and a way for off-chain compute to trigger on-chain actions. Faster ZKP scheme are always great! But smaller and more portable is what I work on DAILY.
The demand-side, g2m, prover network design, and tech differs greatly with these assumptions. 🦄