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Mark Ring

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  1. a16z23 min

    Mark Ring

    Mark Ring

    Mark Ring, co-founder of Kojitai, presents an "iso-laminar learning mechanism" that aims to transition AI from performing superficial tasks to achieving genuine world understanding through continual learning. This approach, utilizing a forecasting system developed alongside Rich Sutton, enables robotic agents to autonomously construct complex geometric abstractions like room layouts and obstacle distances from raw sensory inputs without human labeling. While technical hurdles regarding computational scale remain, Ring anticipates that solving these challenges within the next few years will revolutionize industries ranging from autonomous vehicles to intelligent search systems.