LLM、Foundation Models、AI Infra 重大發表
primary=https://huggingface.co/blog/FINAL-Bench/opensource-llm primary=https://github.com/openai/codex/pull/33972/files primary=https://twitter.com/Alibaba_Qwen/status/2078759124914098291
primary=https://blogs.nvidia.com/blog/nvidia-vera-rubin-post-training-intelligence-per-dollar/ primary=https://huggingface.co/blog/nvidia/scale-diffusers-finetuning-nemo-automodel primary=https://arxiv.org/abs/2607.14147
primary=https://thinkingmachines.ai/news/introducing-inkling/ primary=https://huggingface.co/blog/thinkingmachines-inkling primary=https://blogs.nvidia.com/blog/jetson-thor-robotics-edge-ai-agent/ primary=https://huggingface.co/blog/ibm-research/model-routing-is-simple-until-it-isnt
primary=https://blogs.nvidia.com/blog/performance-per-watt-ai-infrastructure-efficiency/ primary=https://arxiv.org/abs/2607.12161 primary=https://arxiv.org/abs/2607.12395
primary=https://arxiv.org/abs/2607.02770 primary=https://huggingface.co/papers/2607.02770 primary=https://huggingface.co/blog/native-speed-vllm-transformers-backend primary=https://github.com/vllm-project/vllm/pull/47187 primary=https://developer.nvidia.com/blog/create-a-langchain-deep-agents-harness-profile-for-nvidia-nemotron-3-ultra-to-improve-performance/ primary=https://blogs.nvidia.com/blog/nemotron-langchain-agents-open-stack/ primary=https://docs.langchain.com/oss/python/deepagents/code/overview
primary=https://developers.googleblog.com/en/we-terminated-a-tpu-mid-training-and-it-recovered-in-seconds-introduction-to-elastic-training-with-maxtext/ primary=https://huggingface.co/papers/2606.29526 primary=https://arxiv.org/abs/2606.29526 primary=https://huggingface.co/blog/lerobot-release-v060
primary=https://arxiv.org/abs/2607.00248 primary=https://arxiv.org/abs/2607.00152 primary=https://arxiv.org/abs/2607.00466
primary=https://arxiv.org/abs/2606.24901 primary=https://arxiv.org/abs/2606.24964 primary=https://arxiv.org/abs/2606.24962
primary=https://vllm.ai/blog/2026-06-29-micro-agent-frontier-models primary=https://arxiv.org/abs/2606.22283 primary=https://deep-reinforce.com/ornith_1_0.html
primary=https://blog.pascalschuster.de/article/do-llms-pass-the-mirror-test primary=https://arxiv.org/abs/2505.05410 primary=https://deepmind.google/discover/blog/securing-the-future-of-ai-agents/ primary=https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/securing-the-future-of-ai-agents/gdm-ai-control-roadmap.pdf primary=https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/securing-the-future-of-ai-agents/three-layers-of-agent-security.pdf primary=https://deepmind.google/discover/blog/unlocking-uk-house-building-with-ai-accelerated-planning/