AI Safety Concerns - Top AI researchers from GoogleAI, OpenAI, Meta, and AnthropicAI are warning that AI reasoning is collapsing into fabrications, bias, and hidden logic [1] - The industry believes verifiable AI is the answer and the foundation for safety [1] Polyhedra's Perspective - Polyhedra believes verifiable AI is not optional [1]

AI Model Complexity & Verifiability - Model mode complexity highlights the importance of verifiable AI [1] - Cryptography can prove which model was used and that it executed correctly, eliminating the need to trust labels blindly [1] OpenAI Model Confusion - OpenAI's attempts to simplify model selection may have inadvertently increased confusion regarding model usage [1] - It's unclear how the different models available in ChatGPT map to those available in the API [1] - The relationship between "ChatGPT-5 Thinking" and GPT-5 is ambiguous [1]

RT Samuel Pearton (@sampearton)1/AI can fake anything.Faces, voices, entire identities.By 2026, 90% of online content could be AI-generated.We’re entering a humanity crisis: how do you know who’s real anymore? ...

RT Egg.Party (@EggDotParty)ICYMI: here’s everything we've served so far 🍳👇- Jul 29 - Testnet Launch- Aug 1 - Creative Bonus + Chat/Explore tweaks- Aug 7 - System Upgrade- Aug 8 - v0.2.0 (Coin Master + Coin Market)- Aug 15 - v0.3.0 (Top-ups + ZKJ discount + OKX Wallet)Up next: some really tasty updates...Stay tuned & keep cooking with us 🔥https://t.co/BnamFT2s1K ...

AI Development & Future - The future of AI is verifiable, indicating a focus on transparency and trust in AI systems [1] - zkGPT prototype and repository are coming soon, suggesting rapid development and open-source initiatives in the AI field [1] - Integration with zkPyTorch is planned, highlighting the importance of compatibility and collaboration within the AI ecosystem [1] - zkML-as-a-service is on the horizon, pointing towards the commercialization and accessibility of AI technologies [1]

2/Why zkGPT matters:- Stops providers from downgrading models secretly- Enables regulator-ready AI- Protects model IP with proof-as-watermark- Unlocks trust for enterprises & high-stakes use cases ...

AI Trust & Verification - AI发展迅速，但信任度并未跟上[1] - 行业推出zkGPT框架，旨在通过零知识证明验证LLM（大型语言模型）输出的真实性[1] Technology & Framework - zkGPT是一个利用零知识证明来证明LLM输出真实性的框架[1]

RT Egg.Party (@EggDotParty)Big week ahead for EGG.Jump in and whip up something fresh 🍳https://t.co/Am2TCNRC13 https://t.co/QcIUjfjYoV ...

RT Egg.Party (@EggDotParty)Big week ahead for EGG.Jump in and whip up something fresh 🍳https://t.co/Am2TCNRC13 https://t.co/9zV8YYZn1B ...

Introducing zkGPT https://t.co/dU43FiSuP3 ...