Turing Post is a publication covering AI research, models, and industry trends through news, analysis, and explainers.
AMD agreed to buy Fei-Fei Li's World Labs for about $8.2 billion in stock as GPU suppliers move into robotics model work. Robotics teams now have to decide how much of their data and failed experiments a compute vendor gets to see.
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OpenAI launched Dots at DevDay 2026, personal agents that run on cloud computers OpenAI maintains and keep context across ChatGPT, Slack and Teams. For unattended agent work, teams now choose between OpenAI's machines and hardware they can switch off themselves.
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Turing Post talked through agent feedback with Salesforce's chief AI scientist at Dreamforce. A correction lands in one of four places: the context, persistent memory, the software around the model, or the weights.
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A Tsinghua-led study handed model training to coding agents and got real gains out of them, then found the agents almost never revised the method they chose in the first few minutes, which is the exact part that successor-building roadmaps assume.
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Ten Chinese model variants now answer an OpenAI tool-calling payload well enough to return a valid response, which is the easy part. The streaming deltas and call arity behind it are where an agent migration spends its budget.
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