Circuit Optimization - Successfully reduced circuit complexity by leveraging gnark's hint system [1] - Implemented off-circuit computation of MiMC hash operations using hints while maintaining constraint validation [1] - Substantially reduced the number of constraints in the circuit [1] Performance Improvement - Improved proving times due to reduced circuit complexity [1] - Lowered memory consumption as a result of the optimization [1]

From backend upgrades to protocol refinements — this week’s dev update brings another round of performance boosts. https://t.co/hTPkT250W2 ...

XTC https://t.co/DLUdpAFDFY ...

5/AI-generated media isn’t the problem — unverifiable AI is.zkML turns visual synthesis into transparent, accountable computation.That’s what @PolyhedraZK is building: zkML for a world where creation and truth can coexist. ...

4/Imagine a world where:✅Every AI-generated video carries a verifiable cryptographic watermark✅ Platforms can confirm authenticity before distribution✅ Viewers can check provenance with a single clickzkML makes this infrastructure possible by embedding authenticity into the creative process. ...

AI Risk - AI 视频生成技术（如 OpenAI 的 Sora）可能导致难以区分真实与虚构的内容，从而带来潜在风险 [1] - 行业关注 AI 技术可能被用于操纵和欺骗 [1] Technological Concerns - 新的 AI 视频生成器 Sora 能够将文本转换为近乎逼真的视频 [1]

https://t.co/UfBqL46azDEgg.Party (@EggDotParty):Creators don’t need more tools — they need better flow.One Agent, one kitchen, endless creativity. 🍳https://t.co/6PFIuky9mR https://t.co/MynHBjJdRI ...

5/AI begins on silicon.zkML makes it verifiable from the first layer.That’s what @PolyhedraZK is building: zkML for transparent, provable intelligence at the hardware edge. ...

4/Enter zkML + @PolyhedraZK:- Proofs that deployed AI is identical to audited versions.- Verifiable updates across the AI stack.- Confidentiality intact — cryptographic compliance without leaks. ...

Why zkML? Because @nvidia GPUs now power the world’s most advanced AI — in healthcare, finance, and national security.But how do we know the models running on silicon are exactly the ones regulators and enterprises audited? https://t.co/SlR547T5hO ...