Anthropic's MYTHOS exploit-finding tool compared to 1995's SATAN

A Reddit r/LocalLLaMA post links a 3D visualization on whip.run illustrating how DeepSeek Flash v4.1's architecture differs from a standard decode-only transformer. The post offers no benchmark numbers or technical details beyond the visualization link.

Qwen's CUA Driver releases prebuilt binaries for macOS (codesigned and notarized universal binary plus QwenCuaDriver.app), Linux (x86_64 and arm64, glibc 2.31 floor), and Windows (x86_64 and arm64). Linux and Windows builds ship unsigned, so deployments must sign and trust them.

Pull request #27000 by AlexGabbia adds CPU support for the Maple 20B-A1B ternary mixture-of-experts architecture to ggml-org/llama.cpp. A preview of the model is hosted at huggingface.co/deepgrove/maple-preview.

Private frameworks in iOS 27 and macOS Golden Gate reveal a "Model Delegation" mechanism letting Claude act as a Siri extension, and an "Inference Providing" protocol in Model Manager Services that can replace Siri's server-side model with GPT-5.6 Terra. In a demo, Claude hands system tasks back to Siri while handling requests Siri can't, like generating a CSV.

Intel-backed Buildots raised $130 million in new financing for AI that speeds construction of mega-projects including data centers, chip factories and hospitals.

RBC head of US equity strategies Lori Calvasina says the AI buildout poses earnings risks for stocks, and discusses technology capex outside the S&P 500's top 10 market-cap names.

Analysis of ~160 deepfake abuse domains found 138 women MPs from 22 EU countries listed or depicted, versus only 9 male MPs — making women 33 times more likely to be targeted. Research by Benjamin Shultz was published by German think tank Agora Digitale Transformation.