# Talks

Recorded talks and lectures. Each entry is one line; status comes from the page's frontmatter. Transcripts live in `sources/` and carry a timestamp on every paragraph, so a talk page cites the minute rather than the whole video.

## Courses

Multi-lecture series. The course page indexes its own lectures — they are not listed here.

## Watched
- [[kelley-dont-take-the-black-pill]] — Andrew Kelley on why software quality tracks programmer bargaining power, and what to do about it
- [[pl-education-in-the-age-of-ai]] — Shriram Krishnamurthi on teaching PL to the 90% who won't do research, confidence over proof, and what agents leave CS to teach
- [[pocock-software-fundamentals]] — Matt Pocock (AI Engineer, 18m) on why AI coding rewards old fundamentals: design concept, ubiquitous language, TDD, deep modules

## Watching

## Want to watch
- [[lambert-china-ai-ecosystem-open-model-gap]] — Lambert at The Curve 2025: Qwen overtaking Llama, a crowded Chinese field, and the case for funded, fully open US models

## Abandoned