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Data Scaling

2 articles tagged Data Scaling.

  1. · Latent Space: The AI Engineer Podcast · 5 min read

    Dyna Robotics: Scaling General Purpose Robots

    Dyna Robotics co-founder Jason Ma details the shift from specialized automation to general-purpose robotic platforms. The company leverages a world action model trained on one million hours of human data to achieve rapid task adaptation. Key insights cover the strategic necessity of full-stack hardware ownership, the 'bitter lesson' of scaling data over hand-coded priors, and the commercial validation of multi-site deployments in hospitality and food service.

  2. · Latent Space: The AI Engineer Podcast · 5 min read

    Strategic Data Scaling for AI-Driven Bioscience

    An executive analysis of the strategic shift from artisanal modeling to scalable data-driven approaches in bioscience. This brief examines the 'bitter lesson' of scaling, the necessity of problem-first resource allocation, and the critical role of interpretability in deploying AI for translational medicine and drug discovery.