Keynote: Knowledge Systems and AI

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Knowledge systems and AI addresses how structured knowledge and reasoning integrate with learning systems. This teaches foundational concepts in AI architecture.

What you'll learn

A 49-minute video from Microsoft Research: “Keynote: Knowledge Systems and AI”.

Programming & CS Philosophy

Video by Microsoft Research, played through YouTube's embedded player.

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A 53-minute video from Microsoft Research: “Navigating Cultural-Awareness, Biases & Misinformation in Multi-agent and Human-agent Interactions”.

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John Searle argues that syntax isn't semantics — the Chinese Room — and that computation alone can't produce consciousness, then takes questions from Google engineers.

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A 1983 excerpt of Seymour Papert, creator of Logo, on children learning abstract ideas by acting out the turtle.

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Cognitive scientist Joscha Bach outlines a computational account of mind, from how minds model the world to how consciousness might arise.

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Freya Holmér builds Bézier curves from linear interpolation up, covering de Casteljau's algorithm, derivatives, arc length and their use in games and graphics.