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Khabre desk
Recent reporting, analysis and explainers from the machine-learning desk.
science
Apple researchers describe SimpleDesign, a Transformer-based model that jointly generates protein sequences and three-dimensional structures using a single-stage training approach. The system was trained on more than 2 million sequence–structure pairs, but the supplied evidence reports no experimental validation of its designs.
technology
Figure says its Index app is collecting real-world physical-task videos for training the Helix robotics system, but the company has not published independent evidence that the dataset improves robot performance.
technology
Figure says Creators have uploaded more than 16 million videos through its Index app, but the announcement provides no independent evidence that the data improves robot performance.
technology
Figure announced Project Go-Big and said its Helix model can transfer behaviour from egocentric human video to humanoid-robot navigation in cluttered homes without robot demonstrations.