TL;DRThis work replicates and extends the findings of Arditi et al. [1], who studied the refusal mechanism and found that a single direction, obtained through Difference-in-Means…
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Suggesting Kimi k3 to be released soon. https://x.com/Kimi_Moonshot/status/2077521842080817296 Already on arena under codename kivine: https://x.com/AndrewCurran_/status/2077433196556554306 Post says good but slower than fable: https://x.com/Lentils80/status/2077387333154857151 Already a review…
AngelSlim/Hy3-GGUF at hugging face (I am not affiliated just testing) I dont really make posts but I wanted to make sure everyone is aware that there…
https://preview.redd.it/nrxkobib5hdh1.png?width=1147&format=png&auto=webp&s=a36a282635bcbb23c0c2bdffa855689eab5e76f9 I'm running Unsloth's Qwen3.6:35B UD Q4_K_M with a 100k context on a single NVIDIA P40 (24GB) using TheTom's TurboQuant fork of llama.cpp. I know this…
Article URL: https://playonemoreletter.com/ Comments URL: https://news.ycombinator.com/item?id=48928402 Points: 10 # Comments: 5
Article URL: https://sqlite.org/nulinstr.html Comments URL: https://news.ycombinator.com/item?id=48928343 Points: 3 # Comments: 0
A ~month ago I left from Chicago to bike (and amtrak) to plzdontkillus in Berkeley. I've been street interviewing/conversing with a wide variety of people I…
Article URL: https://chemistry.berkeley.edu/news/meet-metal-organic-frameworks-chemistry%E2%80%99s-new-miracle-materials Comments URL: https://news.ycombinator.com/item?id=48928313 Points: 3 # Comments: 0
Article URL: https://www.nngroup.com/articles/anti-mac-interface/ Comments URL: https://news.ycombinator.com/item?id=48928234 Points: 4 # Comments: 0
Article URL: https://mort.coffee/home/sqlite-editions/ Comments URL: https://news.ycombinator.com/item?id=48928135 Points: 5 # Comments: 0
I've got 64GB of regular RAM, and I ran Qwen3 Next 80B at UD-Q4_K_XL, enjoying both nice performance and a lot better internal knowledge than Qwen3.5…
Two DGX Spark and a Connect-X7 cable give you about 250GB of usable memory for $7000 8000 USD. This allows using some interesting models at 4-bit.…
Article URL: https://blog.greg.technology/2026/07/14/llm-networking-with-mikrotik.html Comments URL: https://news.ycombinator.com/item?id=48927915 Points: 18 # Comments: 4
Article URL: https://pairdrop.net/ Comments URL: https://news.ycombinator.com/item?id=48927900 Points: 4 # Comments: 3
Article URL: https://economics.mit.edu/sites/default/files/2026-07/speculative_growth_AI_public.pdf Comments URL: https://news.ycombinator.com/item?id=48927409 Points: 10 # Comments: 1
Article URL: https://mass-driver.com/article/from-human-hands Comments URL: https://news.ycombinator.com/item?id=48927373 Points: 17 # Comments: 7
Virtually every plan to avert AI-catastrophe assumes legal regulation will remain a reliable tool. Plan A in AI 2040; slowdown in AI 2027, and several other…
tl;dr: whether a model has one tracks modern pretraining, not parameter count, and not instruction-tuning.Here's the intuition almost everyone has about a "global workspace" in a…
Crosspost from: https://inputlogic.substack.com/p/woke-nonsense-in-competitive-debateI. ContextFor the last 2 weeks, I’ve been at a Lincoln-Douglas debate camp—mainly to learn more about philosophical arguments. The instructors and people there…
A corrigible agent "acts opposite the trope of 'be careful what you wish for' by cautiously reflecting on itself as a flawed tool and focusing on…
Article URL: https://hugodaniel.com/posts/the-end-of-creativity/ Comments URL: https://news.ycombinator.com/item?id=48927136 Points: 7 # Comments: 7
Article URL: https://www.siegelendowment.org/wp-content/uploads/2026/07/fortune-david-siegel-open-source-ai.pdf Comments URL: https://news.ycombinator.com/item?id=48927095 Points: 7 # Comments: 0
I've been using DS4 flash as a local "big brain" for when my qwen 3.6 35b a3b gets stuck on something, and for planning. I'm blown…