AI Squawk the real-time terminal for AI news

CrossnoKaye brought physical AI to heavy industry with Amazon Bedrock AgentCore. — AWS Machine Learning Blog

Introducing AWS Quick, formerly Amazon Quick, and the debut of our first brand campaign celebrating teams who keep business moving. — AWS Machine Learning Blog

Dosu uses evaluation driven development and LangSmith to build reliable LLM products at scale, monitor production performance, and iterate… — LangChain Blog

Automate prompt engineering with Promptim's optimization library. — LangChain Blog

LangSmith Bring Your Own Cloud is now generally available on AWS, giving Enterprise teams managed observability, evaluation, and deployment… — LangChain Blog

Documentation of Gemini File Leaking Behavior. — HN "Gemini" (>=50pt)

Ripple Preview from Ricursive Intelligence is a 65B dense model built for agentic coding. ollama run ripple-preview What's Changed Qwen3.8 Flash Next uses… — Ollama releases

All affected services are operating normally again. — OpenAI Status

On November 9, 2026, between 18:07 and 18:59 UTC, GitHub Actions experienced degraded performance. — GitHub Status

You guys seemed to like my last post about the 'redditor neuron' so I'm listing some other interesting neurons I've found while poking… — r/LocalLLaMA

Machine learning model with 27B parameters. — r/LocalLLaMA

Google added TPU 8i Max and TPU 8tx to its eighth-generation TPU lineup. — MarkTechPost

ggml-zdnn: accept non-zdnn tensors, invalidate compute tensors after… — llama.cpp releases

Developers can now build applications powered by Google Maps Platform directly within Google AI Studio by prompting Gemini with real-world… — Google Developers Blog

Our first deep dive with an AI data company. — Latent Space

Baidu’s ERNIE Evolve is an automated research system that edits code, runs experiments and keeps only verified gains. — MarkTechPost

Frontier Accelerate brings Microsoft expertise, investments, and skilling together in one package to help you scale AI with confidence. — Microsoft Cloud Blog (Azure AI)

So if my memory serves me well: Late summer, Qwen 3.8 Flash Next announces the architecture Late october, conference talk, Qwen announces… — r/LocalLLaMA

https://huggingface.co/TheDrummer/Orion-26B-A4B-v1.1 v1.1 pushes creative writing further and makes full use of Gemma's reasoning. — r/LocalLLaMA

Last year Google DeepMind's AlphaEvolve found a faster way to multiply 4x4 complex matrices, beating a record that had stood since 1969. — r/MachineLearning

A compound AI approach to Japanese personas grounded in real-world distributions — Hugging Face Blog

METR came out with an extensive report on how much AI is accelerating AI R&D at Anthropic, and thus how close we might be to recursive… — Don't Worry About the Vase (Zvi Mowshowitz)

Image-Text-to-Text model with 1.8T parameters. — r/LocalLLaMA

Simulation, which has long been the proving ground for robots learning to walk, roll and hop, is now helping researchers teach robots tasks… — NVIDIA Blog

Mixture-of-Experts (MoE) models have enabled state-of-the-art LLMs to be scaled to hundreds of billions of parameters, but they come with a… — Hugging Face Blog

small LLM inference engine from scratch, w/ 6+ hours of youtube tutorials & 85+ pages of handwritten notes included… — HN "LLM" (>=50pt)

Are there any (insider) infos to upcoming Gemma Models? — r/LocalLLaMA

Americans overwhelming oppose the AI data center buildout. — HN "AI" (>=75pt)

I run a website focused on checking references in research papers, and I’ve been writing about citation errors and AI in academic… — r/MachineLearning

On November 9, 2026, from 09:23 to 11:40 UTC, one of our job queue clusters was degraded, delaying webhook deliveries, Actions workflow runs, and Dependabot… — GitHub Status

Everyone keeps citing lost in the middle so, instead of going by the paper's citations, i wanted to actually check it on my own stuff… — r/MachineLearning

Reason Machines has open-sourced Aspen, a self-hosted Git server for AI agents. — MarkTechPost

Korea’s Ministry of Science and ICT and NVIDIA hosted the MSIT-NVIDIA AI Startup Partnership Forum at COEX. — NVIDIA Blog

Kuken Industries uses the OpenAI API to search 70 years of cooling tower drawings. — OpenAI Blog

0sec Labs has open-sourced 0, an AI security harness for code review, pentesting, reverse engineering and fixes. — MarkTechPost

Inspired by some of the other brain surgery posts, I wanted to see if I could find anything interesting in Qwen. — r/LocalLLaMA

Hi all! — r/MachineLearning

A detailed root cause analysis will be shared as soon as it is available. — GitHub Status

The world's richest company is suddenly rationing compute for its own builders. — HN "AI" (>=75pt)

I’m signed up as a reciprocal reviewer for MLSys 2027 but haven’t been assigned any papers yet. — r/MachineLearning

Tapping into the country’s strengths in manufacturing and engineering, NVIDIA is helping advance Korea’s physical AI ecosystem. — NVIDIA Blog

As AI agents take on more work, they need capable open models and security that advances alongside them. — NVIDIA Blog

NVIDIA and Korea’s Ministry of Science and ICT (MSIT) are expanding their collaboration across the country’s sovereign AI ecosystem, from… — NVIDIA Blog

NVIDIA is releasing Dynamo-optimized deployment recipes for Korea’s leading open models: A.X K2 from SK Telecom, K-EXAONE 2.0 from LG AI… — NVIDIA Blog

My comment on The Web Is More Than Enough, by Paul Ford — Hacker News.OK, this comment convinced me to give that a shot. — Simon Willison