![Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/O4xNJsjtN6E/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG&rs=AOn4CLDV8kqz3OBtkfZADd7C5U84VRSnRw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/O4xNJsjtN6E/hqdefault.jpg?sqp=-oaymwEbCMQBEG5IVfKriqkDDggBFQAAiEIYAXABwAEG&rs=AOn4CLACuGzW8xzhgbqrHG-unTyToaD5rQ","width":196,"height":110},{"url":"https://i.ytimg.com/vi/O4xNJsjtN6E/hqdefault.jpg?sqp=-oaymwEcCPYBEIoBSFXyq4qpAw4IARUAAIhCGAFwAcABBg==&rs=AOn4CLBkt0u5E3oquy7zclLLq8YZa2dUTw","width":246,"height":138},{"url":"https://i.ytimg.com/vi/O4xNJsjtN6E/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg==&rs=AOn4CLChHcfmCK_q7NoOHpEmEvkY6c1i1Q","width":336,"height":188},{"url":"https://i.ytimg.com/vi_webp/O4xNJsjtN6E/maxresdefault.webp","width":1920,"height":1080}]})
Transcripts of Computerphile - 12 Videos
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About Computerphile Transcripts
Browse and read full transcripts from Computerphile's videos. We've transcribed 12 videos with a total of 32.1K words. Perfect for studying, referencing, or catching up on content you might have missed.
![How Ray Tracing Works - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/ezXGTRSx1g8/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLBOtNVrkeYfZtVu5xVXxoOqy9RwQA","width":168,"height":94},{"url":"https://i.ytimg.com/vi/ezXGTRSx1g8/hqdefault.jpg?sqp=-oaymwEmCMQBEG5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLAYkuToW7Uao2x7J6oWHGxd8g9C1Q","width":196,"height":110},{"url":"https://i.ytimg.com/vi/ezXGTRSx1g8/hqdefault.jpg?sqp=-oaymwEnCPYBEIoBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLCwJHXsbNvHVCPiCeQishmnpVOp5g","width":246,"height":138},{"url":"https://i.ytimg.com/vi/ezXGTRSx1g8/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLCI5vA8vgsu093yaJv_PDiDOYSuIg","width":336,"height":188},{"url":"https://i.ytimg.com/vi/ezXGTRSx1g8/maxresdefault.jpg","width":1920,"height":1080}]})
![Programming Loops vs Recursion - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/HXNhEYqFo0o/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLBvEI7kzE_6uuSTgwW0TSoJa0fdxQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/HXNhEYqFo0o/hqdefault.jpg?sqp=-oaymwEmCMQBEG5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLDZgZq4tnBtr1de42WmkXjUWiq-vw","width":196,"height":110},{"url":"https://i.ytimg.com/vi/HXNhEYqFo0o/hqdefault.jpg?sqp=-oaymwEnCPYBEIoBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLDMoYVsLbDkcG0tMXmtpfkW4ZiAfw","width":246,"height":138},{"url":"https://i.ytimg.com/vi/HXNhEYqFo0o/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLCdg_aHHLKOgg-80I8hZ1RkGUXCZw","width":336,"height":188},{"url":"https://i.ytimg.com/vi_webp/HXNhEYqFo0o/maxresdefault.webp","width":1920,"height":1080}]})
![How AI Image Generators Work (Stable Diffusion / Dall-E) - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/1CIpzeNxIhU/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLAwMvwlvC-5DCiXs-jpN-DXUifd_A","width":168,"height":94},{"url":"https://i.ytimg.com/vi/1CIpzeNxIhU/hqdefault.jpg?sqp=-oaymwEmCMQBEG5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLCzczRZlEQpL8HWmEKpvPtWyUWa0w","width":196,"height":110},{"url":"https://i.ytimg.com/vi/1CIpzeNxIhU/hqdefault.jpg?sqp=-oaymwEnCPYBEIoBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLBWhNCnMQ3BXhMOJxyQQBCPwHQ6gg","width":246,"height":138},{"url":"https://i.ytimg.com/vi/1CIpzeNxIhU/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLB35fjSVk7_XIMrYpFayWSUqkFB_w","width":336,"height":188},{"url":"https://i.ytimg.com/vi/1CIpzeNxIhU/maxresdefault.jpg","width":1920,"height":1080}]})
![Data Analysis 0: Introduction to Data Analysis - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/8GIbOJtUw8w/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLChSQWCPMQc7o2NQkIIPMlsFEXlsg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/8GIbOJtUw8w/hqdefault.jpg?sqp=-oaymwEmCMQBEG5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLB5w2_1jp0bDFTvzkylOphTLxFFTA","width":196,"height":110},{"url":"https://i.ytimg.com/vi/8GIbOJtUw8w/hqdefault.jpg?sqp=-oaymwEnCPYBEIoBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLDGPPsWp5qjoZsl3HeI6qKCKaKwEA","width":246,"height":138},{"url":"https://i.ytimg.com/vi/8GIbOJtUw8w/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLC9Z3hpq5Th1fNxjZfDywNNVSmLWA","width":336,"height":188},{"url":"https://i.ytimg.com/vi_webp/8GIbOJtUw8w/maxresdefault.webp","width":1920,"height":1080}]})
![DeepSeek is a Game Changer for AI - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/gY4Z-9QlZ64/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLCq15-uiQQy2xj4kwJ4ENQS72-osA","width":168,"height":94},{"url":"https://i.ytimg.com/vi/gY4Z-9QlZ64/hqdefault.jpg?sqp=-oaymwEmCMQBEG5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLCoG7032b7cemKvsoq8ubYZP45NDw","width":196,"height":110},{"url":"https://i.ytimg.com/vi/gY4Z-9QlZ64/hqdefault.jpg?sqp=-oaymwEnCPYBEIoBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLB5w_qLVwjknLfdNfNaQ2tceBC71Q","width":246,"height":138},{"url":"https://i.ytimg.com/vi/gY4Z-9QlZ64/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLDAQet_hOTbClVtc3iu4cxQOhAs5g","width":336,"height":188},{"url":"https://i.ytimg.com/vi/gY4Z-9QlZ64/maxresdefault.jpg","width":1920,"height":1080}]})
![Bitcoin Mining in 4 Minutes - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/wTC31ZI6QM4/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLCsDWeaF3TMvy6jp0UbJOgKHuCxJQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/wTC31ZI6QM4/hqdefault.jpg?sqp=-oaymwEmCMQBEG5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLA1r3zj_hlH-T8PYT5sWmclHEku7g","width":196,"height":110},{"url":"https://i.ytimg.com/vi/wTC31ZI6QM4/hqdefault.jpg?sqp=-oaymwEnCPYBEIoBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLCPI9oUbNZY14C232WgwdftlxpUHg","width":246,"height":138},{"url":"https://i.ytimg.com/vi/wTC31ZI6QM4/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLBjYzQV3mHD5rzYSQv3WEAm6xXAhg","width":336,"height":188},{"url":"https://i.ytimg.com/vi_webp/wTC31ZI6QM4/maxresdefault.webp","width":1920,"height":1080}]})
![Public Key Cryptography - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/GSIDS_lvRv4/hqdefault.jpg?sqp=-oaymwEoCKgBEF5IWvKriqkDGwgBFQAAiEIYAdgBAeIBDAgWEAIYBiABOAFAAQ==&rs=AOn4CLC3AAioZf_Wjd7Wo-0zRlhMYAEfMQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/GSIDS_lvRv4/hqdefault.jpg?sqp=-oaymwEoCMQBEG5IWvKriqkDGwgBFQAAiEIYAdgBAeIBDAgWEAIYBiABOAFAAQ==&rs=AOn4CLBtLAO5KqKHuY3MdvP4jZniv_zq5g","width":196,"height":110},{"url":"https://i.ytimg.com/vi/GSIDS_lvRv4/hqdefault.jpg?sqp=-oaymwEpCPYBEIoBSFryq4qpAxsIARUAAIhCGAHYAQHiAQwIFhACGAYgATgBQAE=&rs=AOn4CLDV_kxxGHDMvfP6ttdjOKQxOm11KA","width":246,"height":138},{"url":"https://i.ytimg.com/vi/GSIDS_lvRv4/hqdefault.jpg?sqp=-oaymwEpCNACELwBSFryq4qpAxsIARUAAIhCGAHYAQHiAQwIFhACGAYgATgBQAE=&rs=AOn4CLAHRRHSUtrMGkBdntMgEUgFqDPBlQ","width":336,"height":188},{"url":"https://i.ytimg.com/vi_webp/GSIDS_lvRv4/maxresdefault.webp","width":1920,"height":1080}]})
![How AI 'Understands' Images (CLIP) - Computerphile]({"thumbnails":[{"url":"https://i.ytimg.com/vi/KcSXcpluDe4/hqdefault.jpg?sqp=-oaymwEoCKgBEF5IWvKriqkDGwgBFQAAiEIYAdgBAeIBDAgeEAIYBiABOAFAAQ==&rs=AOn4CLC3YSyHU59zlX-nYVoECABdVnYorg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/KcSXcpluDe4/hqdefault.jpg?sqp=-oaymwEoCMQBEG5IWvKriqkDGwgBFQAAiEIYAdgBAeIBDAgeEAIYBiABOAFAAQ==&rs=AOn4CLD0s1YQBcGd52zB6IvT_gUasXUVQg","width":196,"height":110},{"url":"https://i.ytimg.com/vi/KcSXcpluDe4/hqdefault.jpg?sqp=-oaymwEpCPYBEIoBSFryq4qpAxsIARUAAIhCGAHYAQHiAQwIHhACGAYgATgBQAE=&rs=AOn4CLBVx4RbvqXVanot7PxjRCD6NmDBvg","width":246,"height":138},{"url":"https://i.ytimg.com/vi/KcSXcpluDe4/hqdefault.jpg?sqp=-oaymwEpCNACELwBSFryq4qpAxsIARUAAIhCGAHYAQHiAQwIHhACGAYgATgBQAE=&rs=AOn4CLDCP_wYYmI2aB1tE_QT2eqx41vKOQ","width":336,"height":188},{"url":"https://i.ytimg.com/vi/KcSXcpluDe4/maxresdefault.jpg","width":1920,"height":1080}]})
![Telltales]({"thumbnails":[{"url":"https://i.ytimg.com/vi/ZzLNA3ELSyU/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG&rs=AOn4CLD7JH4jdo1OcUb-51hpTLyHKwRrTg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/ZzLNA3ELSyU/hqdefault.jpg?sqp=-oaymwEbCMQBEG5IVfKriqkDDggBFQAAiEIYAXABwAEG&rs=AOn4CLDqHuCZxJwusCCEwbChryvZyE-tlA","width":196,"height":110},{"url":"https://i.ytimg.com/vi/ZzLNA3ELSyU/hqdefault.jpg?sqp=-oaymwEcCPYBEIoBSFXyq4qpAw4IARUAAIhCGAFwAcABBg==&rs=AOn4CLBOgPMZKUdGjFXjd_AqVc03k7JAnw","width":246,"height":138},{"url":"https://i.ytimg.com/vi/ZzLNA3ELSyU/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg==&rs=AOn4CLB2zUyTo4VZeVBXdY4ZejUEw0vXNA","width":336,"height":188},{"url":"https://i.ytimg.com/vi/ZzLNA3ELSyU/maxresdefault.jpg","width":1920,"height":1080}]})
![Les Philogynes]({"thumbnails":[{"url":"https://i.ytimg.com/vi/zsnT6_Au9zM/hq2.jpg?sqp=-oaymwFACKgBEF5IWvKriqkDMwgBFQAAiEIYANgBAeIBCggYEAIYBjgBQAHwAQH4AZQDgALQBYoCDAgAEAEYZSBdKFAwDw==&rs=AOn4CLAH2jg9jP6YUfASH1kwiip8vZlxBw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/zsnT6_Au9zM/hq2.jpg?sqp=-oaymwFACMQBEG5IWvKriqkDMwgBFQAAiEIYANgBAeIBCggYEAIYBjgBQAHwAQH4AZQDgALQBYoCDAgAEAEYZSBdKFAwDw==&rs=AOn4CLDlPEGNVYBVmRDVKA-POsCiWd0cAg","width":196,"height":110},{"url":"https://i.ytimg.com/vi/zsnT6_Au9zM/hq2.jpg?sqp=-oaymwFBCPYBEIoBSFryq4qpAzMIARUAAIhCGADYAQHiAQoIGBACGAY4AUAB8AEB-AGUA4AC0AWKAgwIABABGGUgXShQMA8=&rs=AOn4CLAEiRcO61mKS44CkmiipYyvuIjzxA","width":246,"height":138},{"url":"https://i.ytimg.com/vi/zsnT6_Au9zM/hq2.jpg?sqp=-oaymwFBCNACELwBSFryq4qpAzMIARUAAIhCGADYAQHiAQoIGBACGAY4AUAB8AEB-AGUA4AC0AWKAgwIABABGGUgXShQMA8=&rs=AOn4CLAi3NTILc_FUFRO6XjzlytmPtY7fA","width":336,"height":188},{"url":"https://i.ytimg.com/vi/zsnT6_Au9zM/maxres2.jpg?sqp=-oaymwEoCIAKENAF8quKqQMcGADwAQH4AZQDgALQBYoCDAgAEAEYZSBdKFAwDw==&rs=AOn4CLBKdxK8YeU1krMr2qoU1k5xcqiDXg","width":1920,"height":1080}]})