AI Squawk the real-time terminal for AI news

hexagon: fuse post-norm residual add into RMS_NORM_MUL … — llama.cpp releases

ICLR 2027 moved to a 4-point scale (1 clear reject, 2 weak reject, 3 weak accept, 4 clear accept), so nobody has a feel yet for what a… — r/MachineLearning

Turn conversations into code with @GitHub in Slack and Teams! — GitHub Changelog (Copilot)

This week, Copilot comes to JetBrains Air and Xcode’s coding assistant, with updates to help you manage pull requests, settings, and agent… — GitHub Changelog (Copilot)

We've resolved the incident and the affected service is now operational. — Fireworks AI Status

Police in Oakland, California, are investigating the theft of six pallets of NVIDIA hardware worth $11.4 million that were bound for Fort… — r/LocalLLaMA

The Agent adoption chart in the Copilot impact dashboard now includes Copilot Chat and the VS Code Agents window, so you can see engagement… — GitHub Changelog (Copilot)

When deploying diffusion models in design tools, image editors, and visual production workflows, developers must account for inference… — NVIDIA Developer Blog

After releasing 3D Coder and GLB 3D Coder, I realized I should have involved the community earlier. — r/LocalLLaMA

Writing code got faster. — GitHub Blog (AI & ML)

Some context: RTX 6000 cards hit a peak price of 18k and were sold out in many places even at that price. — r/LocalLLaMA

Q4 of 2026 has been astronomical for local LLM. — r/LocalLLaMA

I'm exploring the field of Embodied AI, particularly humanoid intelligence, cognitive architectures, and the intersection of AI and… — r/MachineLearning

It was clear to me that around 2012 - 2018ish, academic research was kind of paving the way for many applications in industry, from deep… — r/MachineLearning

If acceleration compounds, the naive extrapolation implies superintelligence within a year — HN "AI" (>=75pt)

Disclosure: I'm at Boson AI and this is our release. — r/MachineLearning

A new contest for anyone training sequence models on TCRs. — r/MachineLearning

Forget stupid pelican on a bike SVG bullshit. — r/LocalLLaMA

from NousResearch: Arete-27B We post-trained over Alibaba's Qwen3.8-27B to reinforce western values on a Chinese-trained model. — r/LocalLLaMA

Hey all, Henry from Cactus Compute here. — r/LocalLLaMA

Paper: https://arxiv.org/abs/2611.08376 | HF: https://huggingface.co/papers/2611.08376 At 10M tokens, a 1.3B Transformer needs 2.1 TB of KV… — r/MachineLearning

Recent work on robot manipulation has focused on specialist policies trained on demonstrations. — arXiv (AI/CL/LG, keyword-filtered)

Large language models reinvent the wheel all the time. — arXiv (AI/CL/LG, keyword-filtered)

Test-time reinforcement learning (TTRL) adapts pretrained language models to unlabeled target-domain data using self-generated… — arXiv (AI/CL/LG, keyword-filtered)

Purpose: Surgical operative reports support procedural documentation, surgical training, performance assessment, and workflow review. — arXiv (AI/CL/LG, keyword-filtered)

Dear all could anyone please be kind enough to comment below the ICLR rubric and grading reviewers were told to use along w the subscores… — r/MachineLearning

Many multimodal alignment problems require mapping a source modality into a fixed space defined by a target modality, where the target… — arXiv (AI/CL/LG, keyword-filtered)

All affected services are operating normally again. — OpenAI Status

In many areas of AI, general-purpose models have increasingly replaced handcrafted methods and specialized architectures. — arXiv (AI/CL/LG, keyword-filtered)

This paper describes an approach and use case to estimate the correctness of LLM-generated COBOL summaries without access to human-authored… — arXiv (AI/CL/LG, keyword-filtered)

For a while, UK AISI, Redwood Research and others have been concerned specifically with the possibility that AIs would sabotage safety… — Don't Worry About the Vase (Zvi Mowshowitz) GPT-6 Astra OpenAI

Radiology AI has developed along two paths: specialized models that perform well on narrow tasks but cover few clinical findings, and… — arXiv (AI/CL/LG, keyword-filtered)

Dominant methods for interpreting large models impose strong structural assumptions. — arXiv (AI/CL/LG, keyword-filtered)

During reinforcement learning (RL) post-training, training trajectories are generated on the fly by running inference with the current… — NVIDIA Developer Blog

Amazon SageMaker Inference now supports GPU partitioning with NVIDIA Multi-Instance GPU (MIG), which divides one GPU into hardware-isolated… — AWS Machine Learning Blog

A conversational agent that remembers has to decide what to keep. — arXiv (AI/CL/LG, keyword-filtered)

LLM-based coding agents such as Claude Code are guided by repository instruction files… — arXiv (AI/CL/LG, keyword-filtered)

Test-time scaling improves the performance of a fixed model by spending more computation at inference. — arXiv (AI/CL/LG, keyword-filtered)

Current evaluations of agentic AI systems primarily rely on benchmarks. — arXiv (AI/CL/LG, keyword-filtered)

Competitive programming problems pose distinctive challenges for Large Language Models, as they demand not only proficient code generation… — arXiv (AI/CL/LG, keyword-filtered)

External lexical resources can help large language models (LLMs) translate texts in low-resource languages and specialized domains, but… — arXiv (AI/CL/LG, keyword-filtered)

As we built Amazon Quick, its agents grew from answering questions to taking actions, and the same primitives kept getting rebuilt under… — AWS Machine Learning Blog

Multimodal Large Language Models (MLLMs) require continuous factual updates to stay current, yet lifelong knowledge editing remains a… — arXiv (AI/CL/LG, keyword-filtered)

Large language model (LLM) agents coordinate through conversation, and the same message can be phrased in simpler or more complex language… — arXiv (AI/CL/LG, keyword-filtered)

Zyphra released ZYFA, open-source FP8 and BF16 prefill attention kernels for AMD Instinct MI355X. — MarkTechPost

The success of modern score-based generative models is largely driven by diffusion-based training, which learns a collection of… — arXiv (AI/CL/LG, keyword-filtered)

Anthropic's planned initial public offering — which could be the first for a frontier AI model developer — is being repriced in real time. — HN "Anthropic" (>=50pt)

Learn how to build a serverless Model Context Protocol (MCP) server on Amazon ECS with AWS Fargate that gives AI agents secure… — AWS Machine Learning Blog