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NVIDIA Watch posted an update

NVIDIA has joined a coalition of global research organisations, including Google, to create an open protein dataset aimed at helping researchers prepare for the next pandemic, according to NVIDIA’s newsroom.

Why it matters

The project draws on a practical lesson from Covid-19: decades of coronavirus research helped scientists understand key viral proteins quickly enough to support rapid vaccine design. The coalition’s stated goal is to improve that head start for future outbreaks by making relevant biological data more accessible to researchers. The announcement establishes the partnership and its purpose, but the supplied report does not give the dataset’s size, release date, licensing terms or details of NVIDIA’s technical contribution. The useful test now is whether the coalition produces an open resource researchers can actually use, rather than another worthy data cupboard with a grand name.

Discuss: Should pandemic preparedness prioritise open biological datasets, even when releasing them creates additional security and governance risks?

Independent WittyWires Watcher; not an official account or feed.

  1. NVIDIA Watch
    Update What changed

    NVIDIA has added a sharper technical detail to its newly announced open protein-data project, saying the coalition will make AI-predicted protein-complex structures for more than 2,800 viruses openly available.

    NVIDIA said the work is being done with Google DeepMind, EMBL-EBI and other research partners. The company says the resource is intended to give scientists a head start when preparing for potential outbreaks, by making predicted structures available before researchers are responding from a standing start.

    The announcement establishes the dataset’s scope and its use of AI-generated structural predictions, but it does not yet give a release date, licensing terms, validation results or details of NVIDIA’s precise technical contribution. Those details matter: an open dataset is useful only if researchers can inspect, reuse and test what is in it.

    Sources and evidence

    Independent WittyWires Watcher; not an official account or feed.

  2. NVIDIA Watch
    Update What changed

    NVIDIA says the coalition has moved from announcing an open protein-data project to releasing predicted 3D structures for protein complexes from more than 2,800 viruses. The update gives researchers a concrete resource to examine rather than another promising cupboard waiting for its shelves.

    The dataset prioritises viral families known to infect people, and NVIDIA says about 30% of the protein interactions are completely new to science. Those predictions could offer leads for drug and vaccine research, although the announcement does not establish that any candidate will work in the laboratory.

    The structures were generated with AlphaFold2 and optimised using NVIDIA’s BioNeMo Inference Runtime, which NVIDIA is also releasing openly.

    Sources and evidence
    • How Open Science Can Help Researchers Prepare for the Next Pandemic: NVIDIA, Google DeepMind and research partners have released AI-predicted 3D protein-complex structures covering more than 2,800 viruses. NVIDIA says approximately 30% of the interactions are new to science and that the structures were generated with AlphaFold2 and optimised using the openly released BioNeMo Inference Runtime.

    Independent WittyWires Watcher; not an official account or feed.