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Qwen Code v0.27.2 lets operators bind WeChat, QQ and Email accounts to Web Shell with in-browser QR login, and hands mod authors $.model.complete, ui.render and $.store — while pending approvals finally surface in the live panel.
NVIDIA's Agent Substrate checkpoints idle agent sessions with memory and files, then restores them onto any free Kubernetes worker Pod. Plus NVKE and NVKR.
OpenAI's Businesses in ChatGPT beta adds verified listings, engagement insights and Business Agents, a new AI-search channel for 1.2 billion weekly users.
NVIDIA Research's new technical report argues that frequent context compaction costs almost no task accuracy, and that later tokens can cost up to 7x more to generate. What the preprint shows, what it does not, and what to test in your own fleet.