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Parallel-R1 is redefining how large language models (LLMs) reason, introducing the concept of This episode analyzes the research paper "Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs," authored by ... World models, why do we need them? This video traces the research history that made it possible. When Can a computer really understand a new language? Marcus Du Sautoy tries to find out using the Chinese Room Experiment.
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Last Updated: June 10, 2026
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