Buildots raises $130M for construction AI
Intel-backed Buildots raised $130 million in new financing for AI that speeds construction of mega-projects including data centers, chip factories and hospitals.
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Anthropic's MYTHOS exploit-finding tool compared to 1995's SATAN
Pessimists Archive·1 hour ago
3D visualization compares DeepSeek Flash v4.1 to a typical decode-only transformer
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.
r/LocalLLaMA·1 hour ago
Qwen ships cua-driver-rs v0.20.7 with signed macOS binaries
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.
Qwen Code Releases·2 hours agollama.cpp adds Maple 20B-A1B ternary MoE support
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.
r/LocalLLaMA·2 hours ago
iOS 27 code shows Siri can swap in Claude or GPT-5.6
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.
Hacker News·2 hours ago
RBC's Calvasina flags AI buildout as earnings risk
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.
Bloomberg Technology·3 hours ago
Deepfake porn sites target 138 women MPs across 22 EU countries
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.
Wired·3 hours ago
Fingerprinting LLM inputs to cache responses and cut costs
The piece argues teams should fingerprint the request, its context, model settings, and underlying data before paying for a repeated answer, since an LLM charges for the same question every time. Cache entries are invalidated when any of those inputs or dependencies change.
The New Stack·3 hours ago
