3/Fiat-Shamir Memory Refinement: Refactored the transcript memory structure to use a single-port SRAM design, simplifying control logic and improving timing closure in the Fiat-Shamir stage.Stay tuned for more updates. ...

2/BN254 Multiplier Optimization: Optimized the wide multiplier design under BN254, successfully reducing DSP58 utilization to 62 units, improving overall resource efficiency. ...

Product Updates - Expander continues to evolve with ongoing improvements [1] - The update aligns with Expander's roadmap [1]

Core Development & Optimization - Polyhedra i-D verification workflow now includes circuit optimization [1] - Cryptographic soundness is maintained with improved efficiency across all recursion levels [1] - Proving pipeline streamlined by incorporating hint-based MiMC optimization [2] - Multi-level recursion structure validated to ensure end-to-end soundness [2] - Codebase cleaned up by removing redundant proving steps and consolidating recursive verification layers [2]

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]