Resources: AI and the years ahead

How Fast is AI Improving?

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A short introduction to Machine Learning

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Intelligence explosion: evidence and import

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Machine Learning Glossary

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What do experts think about the future? A survey of 2,778 AI authors.

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What is self-supervised learning?

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The Bitter Lesson

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Large language models, explained with a minimum of math and jargon

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Compute Trends Across Three Eras of Machine Learning

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How AI Image Generators Work (Stable Diffusion / Dall-E)

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Spinning up deep RL: Part 1

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Spinning up deep RL: Part 2

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Machine Learning for Humans

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A (long) peek into reinforcement learning

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Creating a Space Game with OpenAI Codex

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AlphaStar: mastering the real-time strategy game StarCraft II

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When Will AI Exceed Human Performance?

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How Much Longer Can Computing Power Drive Artificial Intelligence Progress?

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Generally capable agents emerge from open-ended play

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Why and how of scaling large language models

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Future ML Systems Will Be Qualitatively Different

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Understanding Human Intelligence through Human Limitations

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Centaurs and Cyborgs on the Jagged Frontier

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The economic potential of generative AI: The next productivity frontier

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Nvidia: The chip maker that became an AI superpower

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