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MaGi is an open-source Python AI framework that uses a toroidal phase-space geometry for self-organizing memory, enabling cross-domain behaviors like Atari gameplay, camera control, and robotic arm actuation without traditional training loops.
EverMemOS is a self-organizing memory operating system for large language models that enhances long-horizon reasoning by structuring dialogue into memory cells and scenes.
OpenAI hosted the first self-organizing conference on machine learning (SOCML) with over 150 AI practitioners, focusing on peer-to-peer learning and serendipitous interactions rather than traditional keynote-driven formats. The event successfully facilitated cross-disciplinary conversations and generated new research ideas across robotics, neuroscience, and AI diversity.