4/zkML Iface Latency Optimization: Refactored zkmlface codebase, cutting inference latency down to tens of milliseconds. The interface is not yet connected to the TEE environment. ...

4/Imagine development where:✅Every function ships with a cryptographic execution trace✅Enterprises can audit behavior without revealing codebases✅Software supply chains trust code through verifiability, not statementszkML makes code production auditable at scale. ...

AI Adoption & Impact - Over 50% of new production code is AI-generated, indicating a significant shift in software development practices [1] - More than 90% of engineers are using AI coding assistants daily, highlighting the widespread integration of AI in software engineering workflows [1] Verification & Trust - The industry faces the challenge of verifying the reasoning behind AI-generated code that shapes real systems [1] - There is a growing need for solutions like zkML to ensure the trustworthiness and reliability of AI-driven software [1]

5/Industrial AI will govern supply chains, infrastructure, and physical outputs.It needs verification at the decision layer — not trust in the black box.That’s what @PolyhedraZK is building: zkML as the verification layer for autonomous systems. ...

4/Imagine manufacturing where:✅Every optimization step includes a cryptographic execution trace.✅Compliance can be confirmed without inspecting internal process models.✅ Supply chains coordinate using shared proofs.zkML turns automation into auditable coordination. ...

Why zkML? Because @nvidia and @Samsung are building an AI megafactory — 50,000+ GPUs coordinating chip production, robotics, and industrial workflows.When factories begin reasoning, not just executing, the key question becomes:How do we verify the decisions machines make? https://t.co/FiD1vs532R ...

AI headlines:- OpenAI launches ChatGPT Atlas, an AI browser targeting Google- ChatGPT Go offered free in India- Reddit sues Perplexity over content scraping- Tencent reports 50% of new code AI-generated- AWS outage highlights cloud vulnerabilitiesMeanwhile, we boosted Expander bandwidth from 1 to 6 TB/s verifiable.Proof at scale: turning verifiable computation into a high-speed reality.As AI accelerates, verifiability ensures alignment.That’s why we’re building zkML, zkGPT, and Polyhedra ID.Speed with proof ...

5/AI payments are coming fast — but automation can’t scale without verification.zkML turns intelligent transactions into verifiable ones, with logic you can trust and outcomes you can prove.That’s what @PolyhedraZK is building: zkML for a world where every transaction carries its own proof. ...

4/Imagine commerce where:✅Every AI-initiated payment includes a verifiable execution receipt.✅Merchants can prove authenticity without sharing backend data.✅Regulators can verify compliance without central intermediaries.zkML makes agentic commerce self-auditing. ...

5/AI agents introduce new attack surfaces, but we can meet that by making reasoning itself provable.That’s what @PolyhedraZK is building: zkML for a web that runs on proof, not perception. ...