Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human era
What eras bookend our interregnum?
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Cluster, Route, Escalate: Cascaded Framework for Cost-Aware LLM Serving
Efficient deployment of large language models (LLMs) in production forces a trade-off between accuracy and cost. Operators often default to a single model that is either…
MultiHashFormer: Hash-based Generative Language Models
Language models (LMs) represent tokens using embedding matrices that scale linearly with the vocabulary size. To constrain the parameter footprint, prior work proposes hashing many tokens…
NixOS 26.05
Article URL: https://nixos.org/blog/announcements/2026/nixos-2605/ Comments URL: https://news.ycombinator.com/item?id=48718753 Points: 30 # Comments: 1
The Lab Mistake That Might Revolutionize Computing
Today, you probably asked a question of a large language model, or accepted a connection suggestion on LinkedIn, or watched a recommended video on YouTube, or…
Omen AI’s plan to optimize data centers is all wet
Omen AI raised a $31 million Series A to monitor chip coolant and stop bacterial outbreaks in data centers.
No. DeepSeek-V4 does *not* force Anthropic to lower prices it may force Dario to write another shitty essay though, buckle up
No. DeepSeek-V4 does *not* force Anthropic to lower pricesit may force Dario to write another shitty essay though, buckle upMood: @scaling01 You think this forces Anthropic…
my second mention of empanadas on this account btw:
my second mention of empanadas on this account btw:Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞): Today on my way home I decided to buy empanadas (Carne Picante,…
Intuitive introduction to Abstract Nonsense
TL;DR John Wentworth has written a great introduction to category theory for someone who wants to do something useful with categories. This post has a different…
V4-Flash-REAP slowdown on a relatively old MacBook it's basically usable up to 384K context, I'd say I wonder how DSpark interacts with M-series bottl…
V4-Flash-REAP slowdown on a relatively old MacBookit's basically usable up to 384K context, I'd sayI wonder how DSpark interacts with M-series bottlenecksLjubomir Josifovski: @WaveCut @MrPeterLMorris @antirez…
No. it'll be worse because Dario has banned their distillation accounts. And also more expensive because no EUV in China. Whale is beached, sadly… Th…
No. it'll be worse because Dario has banned their distillation accounts. And also more expensive because no EUV in China. Whale is beached, sadly… They'll need…
RT X Freeze: SpaceX has now completed its 60th dedicated Starlink launch of 2026, putting nearly 1,600 new Starlink satellites into orbit this year al…
RT X FreezeSpaceX has now completed its 60th dedicated Starlink launch of 2026, putting nearly 1,600 new Starlink satellites into orbit this year aloneAll in just…
Kimi and GLM on frontier code
submitted by /u/Charuru [link] [comments]
The US military used AI to pick thousands of targets but missed a note saying one was a school
The probe into a missile strike on an Iranian school exposes serious gaps in the US military's targeting infrastructure. AI is supposed to close them. The…
There are no American flags, but there are flags of many other countries. Those whose loyalty is to another country over America are, by definition, t…
There are no American flags, but there are flags of many other countries. Those whose loyalty is to another country over America are, by definition, traitors…
人心惟危，道心惟微 Truly the most Confucian of AGI labs. Did you think this is some light-hearted banter, anon?
人心惟危，道心惟微Truly the most Confucian of AGI labs.Did you think this is some light-hearted banter, anon?Yang Zhongxiu 君子養心莫善於誠: @teortaxesTex @victor207755822 He has a quote from the Classic…
HP accelerates enterprise workflows with OpenAI Frontier
HP has scaled its OpenAI Frontier integration across global operations to optimise enterprise workflows and accelerate output. The hardware manufacturer initiated testing of the platform in…
RT Jean-Rémi King: We’re happy to announce 2 releases today: – 🧠Brain2qwerty v1 is published at @NatureNeuro – 🚀 Brain2Qwerty v2 is now public…
RT Jean-Rémi KingWe’re happy to announce 2 releases today: - 🧠Brain2qwerty v1 is published at @NatureNeuro - 🚀 Brain2Qwerty v2 is now publicly releasedExplore how we…
RT Artur Chakhvadze: Btw, some of the most important numbers in the local AI context (that nobody talks about) https://gwern.net/doc/cs/hardware/2014-…
RT Artur ChakhvadzeBtw, some of the most important numbers in the local AI context (that nobody talks about)https://gwern.net/doc/cs/hardware/2014-horowitz-2.pdfArtur Chakhvadze: This means that with local models we…
The Tatoxa System for Text Detoxification in Low-Resource Languages: The Case of Tatar
Text detoxification, the automated detection and mitigation of abusive and harmful content, is essential for ensuring the safety of online communities and protecting users. However, low…
CPU-only GLM 5.2: Epyc and 512GB RAM
This is just a preview of some content I'm putting together to share with you all. I have a server I've put together and I'm testing…
Any good uses for a 192 GB DDR3 Server in the LLM world?
I've been gifted this old IBM System X V4 with a dual Xeon E5-2640 [6c12t @ 2.7 GHz] and a whooping 192 GB of DDR3 1666…
From Brain Waves to Words: Brain2Qwerty Offers a New Path to Communication Without Surgery
From Brain Waves to Words: Brain2Qwerty Offers a New Path to Communication Without Surgery
Cerebras OpenAI deal capacity has effectively killed the waitlist for everyone else [D]
I’m pretty annoyed. We’re a small AI startup building a real-time coding agent. Our p95 latency requirements are tight (and self imposed, but thats the product).…