Only a barely detectable hint of the "AI fuzz" where different elements blend together and it starts sounding like a low bitrate mp3. This is surprisingly crisp and clear. Elements are well separated. Not as good as a professional mix, but for many use cases... good enough.

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Maybe the Tesla fleet will turn out to be the biggest compute platform in the EU

Chinese scientists have developed the best shortest-path algorithm in 41 years! A team from Tsinghua University has broken Dijkstra’s “sorting barrier” — the first improvement since 1984. The new algorithm runs in O(m \log^{2/3} n) time. Potential applications? Faster shorter

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$1 of cash on NVIDIA's balance sheet is worth $1. But $1 of revenue at ~50% net margins with a 50x P/E ratio, is worth $25.

Cool proposal for computing the attention mechanism using analog, OSFET-based gain-cells. Perhaps suitable for dedicated Tensor Core Memory on future NVIDIA GPUs. Thanks david friedberg for highlighting. nature.com/articles/s4358…

as much as i hate to admit this

Interesting paper: 2-bit LLM in complex numbers. all weights in {±1, ±i} (no zero!) Excited to see this extended to multimodal (audio/video/phase-heavy data is where complex reps should really shine) Paper: arxiv.org/abs/2508.05571 Code & models: github.com/PKULab1806/Fai… HF

As I’m currently testing FSD v14.2.1 using a friend’s car, I wanted to share an early look at my FSD feature progress tracker scorecard. It’s based on a mix of extensive v14 video review and my own hands-on testing. My plan is to wrap up testing and publish a full breakdown later

Nvidia is buying Groq for two reasons imo.   1) Inference is disaggregating into prefill and decode. SRAM architectures have unique advantages in decode for workloads where performance is primarily a function of memory bandwidth. Rubin CPX, Rubin and the putative “Rubin SRAM”

I was inspired by this so I wanted to see if Claude Code can get into my Lutron home automation system. - it found my Lutron controllers on the local wifi network - checked for open ports, connected, got some metadata and identified the devices and their firmware - searched the

We're helping AI to see the 3D world in motion as humans do. 🌐 Enter D4RT: a unified model that turns video into 4D representations faster than previous methods - enabling it to understand space and time. This is how it works 🧵

New Engineering blog: We tasked Opus 4.6 using agent teams to build a C compiler. Then we (mostly) walked away. Two weeks later, it worked on the Linux kernel. Here's what it taught us about the future of autonomous software development. Read more: anthropic.com/engineering/bu…

Dan Code itself will go away in favor of just making the binary directly. The next step after that is direct, real-time pixel generation by the neural net.

24 dedicated people. $30M spent on development. Extreme specialization, speed, and power efficiency. Today we launch Taalas’ first product. Check it out: Details: taalas.com/the-path-to-ub… Demo chatbot: chatjimmy.ai API: taalas.com/api-request-fo…

Everything is Computer, but Computer isn't Everything!

I (finally) put together a new LLM Architecture Gallery that collects the architecture figures all in one place! sebastianraschka.com/llm-architectu…

Cool

Anthropic leaked 512,000 lines of Claude Code source code yesterday. What happened in the next 12 hours is absolutely wild. 4 AM. Anthropic pushes an update to npm. Inside the package: their entire codebase. A 60 MB debugging file accidentally bundled in. 23 minutes later,