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AI labs & models

News from frontier AI labs and open-source and open-weight model teams: OpenAI, Anthropic, Google DeepMind, Meta AI, xAI, NVIDIA, Alibaba Qwen, DeepSeek, Mistral AI and Black Forest Labs.

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ReplaySSM: Rethinking State Storage for Faster Hybrid-Model Decoding (opens in a new tab)

Hybrid models interleave state-space model (SSM) layers with a few attention layers. NVIDIA Nemotron 3, Qwen3.5 through Qwen3.8, Kimi-K3, and GLM-5.3-Flash are...

Read at NVIDIA Technical Blog (opens in a new tab)
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Deploy decision models with llama.cpp on Amazon SageMaker AI (opens in a new tab)

Learn how to deploy decision models with llama.cpp on Amazon SageMaker AI. This technical how-to serves OpenAI-compatible chat completions with the AWS Deep Learning Container for llama.cpp, then extends the runtime with SemIf to return probabilities over declared options on CPU…

Read at AWS Machine Learning (opens in a new tab)
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Run multi-node inference workloads using Ray LLM Deep Learning Containers (opens in a new tab)

Learn how to deploy one large language model across two GPU nodes on Amazon EKS using the multi-node Ray LLM Deep Learning Containers, with separate prefill and decode nodes behind one OpenAI-compatible endpoint. The pre-built container ships the full inference stack, so you con…

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OCP Global Summit: Amid Ecosystem Adoption, NVIDIA Opens Vera Rubin Architecture to Help Scale AI Factories Worldwide (opens in a new tab)

As AI factories grow from megawatts to gigawatts, building them takes more than advanced computing. Open standards are helping the industry scale AI infrastructure faster, more efficiently and more reliably. At the Open Compute Project (OCP) Global Summit, taking place in the Sa…

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Do AIs already process information in a way that gives rise to consciousness? (opens in a new tab)

A leading theory of consciousness explains experience as information flowing through a global workspace in the mind. On board a luxury yacht, neuroscientists and philosophers recently debated signs of a similar workspace in the chatbot Claude

Read at New Scientist (opens in a new tab)
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