Learning collections

YouTube Channels That Explain AI Properly (2026): 15 That Teach Mechanism, Not Hype

Search this and you get Two Minute Papers, tool-review channels, and thumbnails with red arrows. Almost none of it explains anything. It shows you outcomes. These channels pass four tests: they explain mechanism rather than results, they ship something checkable (code, papers, benchmarks, derivations), they say "we don't know" when nobody does, and their videos are still correct eighteen months later.

28 items

AI concepts, tips & tricks

8 items