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Robotics

4 articles tagged Robotics.

  1. · Y Combinator Startup Podcast · 5 min read

    LLM Agents Drive General Purpose Robotics

    Founders of Waddle Labs and Robocurve discuss how general-purpose LLMs are replacing specialized VLA models for robot control. The discussion highlights the shift from fine-tuning to in-context learning, the role of computer-use data in spatial intelligence, and the emerging 'robot use agent' paradigm.

  2. · Y Combinator Startup Podcast · 5 min read

    Physical Intelligence: Scaling Generalist Robot Models

    Physical Intelligence demonstrates a shift from specialized robotic policies to generalist foundation models. By leveraging diverse data, multi-scale memory, and efficient reinforcement learning, the company achieves long-term autonomy and compositional generalization, enabling robots to perform complex real-world tasks without task-specific fine-tuning.