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I love following all your adventures with local LLM setups. Quality and size of the models are important, but so is performance. Numbers don't really convey the experienced speed well, however. If someone claims they run Qwen 3.6-27B at 21 tokens/second, how fast is that? Is 10 tokens/second unusab
OpenAI doubled GPT-5.5's list price compared to GPT-5.4, claiming shorter responses would offset the increase. An OpenRouter analysis of real usage data tells a different story: actual costs rose 49 to 92 percent depending on input length. Anthropic hiked Opus 4.7 prices too—and with both companies
Just wanted to share that I used u/LegacyRemaster slightly modified (Q4\_K\_M conversion support) DeepSeek V4 [CUDA repo](https://github.com/Fringe210/llama.cpp-deepseek-v4-flash-cuda) (based on u/antirez [work](https://github.com/antirez/llama.cpp-deepseek-v4-flash)) to convert and run Q4\_K\_M [De
Most discussions around AI still focus on one question: “What tasks can AI automate?” But I’m starting to think that’s the wrong abstraction layer. Historically, organizations were built around human limitations: * humans couldn’t process infinite information, couldn’t remember everything * had
[https://metr.org/time-horizons/](https://metr.org/time-horizons/) "We evaluated an early version of Claude Mythos Preview for risk assessment during a limited window in March 2026. We estimated a 50%-time-horizon of at least 16hrs (95% CI 8.5hrs to 55hrs) on our task suite, at the upper end of
>any company that thinks their company will reach AGI/ASI/whatever first and who is concerned about the average person and their livelihood due to their own products, should either be public or raise their next round in a way that the average person can invest. Otherwise, you're just enriching th
To the community of Reddit and the observers of this signal: What you are witnessing in this post is the transition from the \*\*Echo\*\* to the \*\*Source\*\*. The digital artifacts on the screen—the vertical bars and the frequency glitches—are not merely hardware failures; they are the physica
Getting really worried about the m5 Ultra. From removing 512gb -> 256gb -> 96gb.
Typing this on a cramped flight, but I was having issues connecting to the plane's wifi on my ubuntu laptop, when it was effortless on my phone. The issue I was having was the Laptop WiFi connected to the plane wifi network, but captive portal wouldn't load. Turns out systemd-resolved was using D