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Releases, programs and progress

The running record: DFM and module releases, the Scientist Collaboration Program, project progress and team news.

From solving research tasks to taking part in discovery: PhAI Labs proposes the DFM paradigm

PhAI Labs proposes DFM, a research paradigm and systematic account of Discovery Intelligence, and opens the DFM Scientist Collaboration Program. Over the following three days ScienceBuddy, ScienceIDE and JEPA-Anything, three independent works, are released in turn.

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  1. Bring real scientific questions into next-generation AI: the DFM Scientist Collaboration Program opens

    The DFM Scientist Collaboration Program brings real scientific questions, high-value data, interactive research environments and real verification conditions into DFM. The first cohort prioritizes life science and biomedicine, while remaining open to chemistry, materials and other frontier fields.

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  2. ScienceBuddy · AI research partner: an interactive Scientific Agent and recursive self-improvement in real research

    ScienceBuddy is an independent research and engineering exploration built around interaction with scientists, research feedback and the continual improvement of agents: follow-ups, edits, acceptances, rejections and re-runs become feedback that keeps the research agent's workspace evolving.

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  3. ScienceIDE · science integrated development platform: turning real scientific code into verifiable environments

    ScienceIDE turns real scientific code, research procedures, task goals and verification criteria into scientific environments that run, measure and reproduce. Current task forms are accelerate, discover, repair, reproduce and integrate, and task proposals are open.

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  4. JEPA-Anything · cross-domain unified science world model: orthogonal predictive factorisation for latent world models

    JEPA-Anything explores latent representations that predict changes of world state across vision, biology, the clinic, molecules, control and physics, with one interface for intervention prediction, state synthesis and scientific diagnosis.

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