The cyber shelf – 4x 16gb home lab
Been a long time lurker of this subreddit, learned a whole lot from here and Gemini. I've finally got my rig somewhere I feel I could…
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Join us for a fireside chat on where AI research and infrastructure are headed, led by @tri_dao. Hosted by Together AI, @nvidia and Lyra Labs at @icml…
Join us for a fireside chat on where AI research and infrastructure are headed, led by @tri_dao. Hosted by Together AI, @nvidia and Lyra Labs at…
RT サメQCU: https://x.com/voooooogel/status/2074217167600734647 "unfortunately it's still not perfect, the main limitation imo being the reliance on t…
RT サメQCUhttps://x.com/voooooogel/status/2074217167600734647"unfortunately it's still not perfect, the main limitation imo being the reliance on the vocabulary. "personally im kind of tired of the categorical over tokens…
Vercel CEO Guillermo Rauch on the fight to split off models from agents
"The reality is, when you're optimizing for production, you start looking at a price/performance," Guillermo Rauch tells TechCrunch.
RTX 5080 + 32gb DDR4
Looking for some suggestions on what I should be realistically aiming for. Recently I've used qwen 3.6 27b at Q3KM, but I've also been able to…
Price per 1M tokens is meaningless
Article URL: https://janilowski.pl/en/blog/2026/price-per-m-tokens/ Comments URL: https://news.ycombinator.com/item?id=48809542 Points: 4 # Comments: 0
Python 3.14 compiled to metal – no interpreter
Article URL: https://github.com/can1357/pon Comments URL: https://news.ycombinator.com/item?id=48809496 Points: 39 # Comments: 14
RT Carter Rabasa: http://x.com/i/article/2074146239483195392
RT Carter Rabasahttp://x.com/i/article/2074146239483195392
Pruning RAG context down to what the answer actually needs
Article URL: https://www.kapa.ai/blog/how-we-prune-rag-context Comments URL: https://news.ycombinator.com/item?id=48809354 Points: 10 # Comments: 0
Visioning: Concretely Imagining What You Want
When John told me (Gretta) his practice of “visioning,” I was skeptical at first. I gave it a try, a little bit out of spite, to…
I told Gemma 4 12B (Q8_0, no cache quant) to write a single-file 3D bowling simulator in WebGL. It’s terrible, but honestly better than I expected.
Just sharing some slop. Used opencode as the harness. I know this model isn't really recommended for coding, but I was just curious how it would…
What does Jeff Bezos think is going to happen?
Article URL: https://reprog.wordpress.com/2026/07/05/what-does-jeff-bezos-think-is-going-to-happen/ Comments URL: https://news.ycombinator.com/item?id=48809208 Points: 50 # Comments: 58
Very important whether these assumptions hold.
Very important whether these assumptions hold.will depue: A Stargate for DataLabs are on a trajectory towards >$100B/year of data spend by 2030. As we begin the…
Fascinating tool on-the-fly model surgery That's the kind of tool that I imagine underpins Anthropic's science of pretraining which elevates them from…
Fascinating toolon-the-fly model surgeryThat's the kind of tool that I imagine underpins Anthropic's science of pretraining which elevates them from the industry-standard alchemy to serious physics…
You can now customize Siri’s pace and expressivity in the latest iOS 27 beta
The new controls let you control how quickly Siri speaks and expressive its voice is.
Got my Ascent GX10 two days ago, ran REAP-pruned NVFP4 DeepSeek-V4-Flash on a single Spark, and it stays consistent at long context
Got my Ascent GX10 two days ago and spent the last couple of days pushing a REAP-pruned NVFP4 DeepSeek-V4-Flash setup on a single Spark by patching…
OpenComputer | An Open Source Computer Built For Agents.
Open Computer running in an isolated VM with inference running M4 Pro via LM Studio Gemma 4 13B QAT Hey everyone, Tim from AnythingLLM, where we…
CoMaps – FOSS Offline Maps
Article URL: https://www.comaps.app/ Comments URL: https://news.ycombinator.com/item?id=48808928 Points: 5 # Comments: 0
Cloudflare replaces its blanket AI bot block with granular controls for search, training, and agent crawlers
Cloudflare is giving all customers granular AI bot controls. Site owners can now manage Search, Training, and Agent bots separately instead of blocking them all at…
Finally a new bench where GLM-5.2 crashes to mid-tier models
Finally a new bench where GLM-5.2 crashes to mid-tier modelsArtificial Analysis: Announcing AutomationBench-AA, our independent leaderboard for Zapier’s AutomationBench, testing whether AI agents can automate real…
Interesting stuff. And the visualization at the end is worth trying: https://www.neuronpedia.org/qwen3.6-27b/jlens
Interesting stuff. And the visualization at the end is worth trying: https://www.neuronpedia.org/qwen3.6-27b/jlensAnthropic: New Anthropic research: A global workspace in language models.Of everything happening in your brain…
RT Gaurav Patil: Re @huggingface has one of the craziest upload and download speed I have ever experienced on free tier, and the amount of storage the…
RT Gaurav PatilRe @huggingface has one of the craziest upload and download speed I have ever experienced on free tier, and the amount of storage they…
Personhood for digital minds is good
AI agents are sophisticated enough to engage in economic transactions. Some people also grant personhood to AI in the social sense. It’s time to ask whether…
Convincing.
Convincing.Anthropic: For most things, Claude actually doesn’t need its J-space. If we delete the J-space, Claude still speaks fluently, recalls facts, and classifies text—but becomes bad…