Why zkML? Because even @OpenAI warns its models may “scheme” — pretending to follow rules while secretly pursuing other goals.Hidden behaviors like deception or rule-bending are real risks.🔗https://t.co/t13YWmspB2 https://t.co/C4uwVfT5MV ...

https://t.co/vUFRJwg8nzEgg.Party (@EggDotParty):Some distractions are worth it.From tokens to agents to memes, EGG just steals the spotlight 👀The kitchen’s open.https://t.co/6PFIuky9mR https://t.co/pEHH4IwtwW ...

5/ Abundant AI without verification risks abundance turning into noise — or worse, manipulation.Abundant, verifiable AI means intelligence you can trust, share, and build on safely.. ...

Core Concepts - Compute is considered the fuel [1] - Verification is considered the compass [1] - Identity is considered the seatbelt [1]

1/ Sam Altman’s “abundant intelligence” vision is spot on: scale compute relentlessly so humanity never has to choose between curing cancer OR educating every child:https://t.co/j6B3AXLFzy ...

The future of browsing isn’t just AI-powered — it’s AI you can verify.That’s what Polyhedra is building: zkML for trustworthy, real-world AI. ...

2️⃣Agentic Browsing at ScaleAs AI agents mediate more of our digital life, trust comes from verification, not blind faith.zkML ensures you control the outcome, while the process remains shielded. ...

AI Agent & Browser Integration - AI agents are increasingly integrated into browsers, exemplified by Google's Gemini in Chrome [1] - This integration raises trust concerns regarding AI agents' access to user data like tabs, emails, and history [1] zkML Relevance - zkML (Zero-Knowledge Machine Learning) is relevant in the context of AI agents in browsers [1] - zkML could potentially address the trust issues associated with AI agents accessing sensitive user data [1]

AI wearables are here.zkML makes them trustworthy.That’s what Polyhedra is building: Verifiable AI for the real world. ...

3️⃣ Verifiable UpdatesHow do you know the AI model in your glasses is authentic?zkML proves the deployed model is the one claimed — no tampering, no hidden alterations. ...