Technology & AI - zkPyTorch compiles Gemma-3 into zk-friendly proofs of inference [1] - The compilation process involves quantization to circuit optimization [1] - This technology aims to make AI both powerful and trustworthy [1] Scalability & Efficiency - The solution enables efficient and scalable proofs of inference [1]

Key Features of zkPyTorch - zkPyTorch enables verifiable and data-protective AI without compromising performance [1] - Model weights remain local, ensuring they are never exposed or transmitted [2] - Cryptographic proofs guarantee that results are derived from Gemma-3 [2] - zkPyTorch is fully compatible with existing PyTorch workflows [2]

AI is everywhere — but how do we trust its outputs without exposing the model or data behind it?Our latest blog shows how zkPyTorch proves Gemma-3’s results cryptographically — keeping data protected while ensuring every computation is verifiable. 🧵 https://t.co/EuauFDZg82 ...

Join @Tony0kAI alongside @Tiancheng_Xie and @sampeartonfor a week of live shows and fun.Verified community members engaging will win USDT. Make sure to join our Discord to be eligible for rewardshttps://t.co/uGLwFzaD5p https://t.co/k9hO1ZwRi1 ...

AI Future & Verifiability - The future of AI is not just powerful, but also verifiable [1] - Polyhedra is preparing for verifiable AI at scale [1] Polyhedra's Focus - Polyhedra offers an enterprise checklist for verifiable agents [1] - Polyhedra is expanding zk identity & data provenance tooling [1] - Polyhedra provides SDKs that simplify verifiability to the level of coding an API [1]

2/Why it matters:Every headline points to one word: verifiability.• Users need proof their data and actions are authentic• Enterprises need trusted, auditable systems• Nations are moving toward regulator-ready AI• Agents are becoming the new UI — and must prove what they do and why ...

AI Trends & Verifiable Intelligence - The discussion revolves around a busy week in AI and its implications for the future of verifiable intelligence [1] - The Polyhedra Show featured a discussion with co-founder Tiancheng Xie to analyze recent AI developments [1]

https://t.co/4yaSftg63mEgg.Party (@EggDotParty):EGG V0.10.0 just dropped ✨🚀Meme tokens on BNB Chain just got an upgrade:Supporters can now power them up with ZKJ！Meme energy is EGG-niting the kitchen — fueled by ZKJ 💡Enjoy https://t.co/6PFIukyHcp https://t.co/ATwillsEyk ...

AI at scale isn’t just fast—it’s sloppy.– $440K Deloitte AI report full of errors– Claude rolling out to 470k staff– Stanford: “work slop”– Altman: oceans of slop are comingThe solution isn’t more AI.It’s verifiable AI.zkML. zkGPT. Polyhedra i-D.#BlackBox https://t.co/9i9fhN9UJ4 ...

3/Next Steps: Begin pipelined parallelization for multi-round sumcheck execution and accelerate the full GKR-level proof generation on FPGA for end-to-end performance scaling.Stay tuned for more updates. 🚀 ...