Curriculum¶
The 10 canonical tracks from pracha.me/curriculum. Every subject has the same shape: concepts/, authors/, arcs/, builds/. See the structure spec for the v2 design contract.
Current state — autonomously maintained
71 substantive concept pages across all 10 tracks · 10 newly auto-seeded stubs awaiting the next cycle · 6 retrospective entries on the backlog. The system writes, reviews, and expands itself — every cycle a retrospective agent reflects on what regressed and seeds the next sprint with the gaps it found. See the latest retro for what the agents themselves identified as weak this round.
The 10 tracks¶
| # | Track | Overview |
|---|---|---|
| 01 | AI | Overview |
| 02 | Generative Modeling | Overview |
| 03 | Representation Learning | Overview |
| 04 | Neural Networks & Deep Learning | Overview |
| 05 | Statistical & Probabilistic ML | Overview |
| 06 | Reinforcement Learning | Overview |
| 07 | Attention, Memory, Reasoning, Continual | Overview |
| 08 | Causal & Statistical Inference | Overview |
| 09 | Algorithms & Systems for AI | Overview |
| 10 | Complexity, Cognition & Natural Intelligence | Overview |
Each row links to a subject overview where you'll find the concepts, authors, arcs, and builds for that track.
The four artifact types¶
| Type | What it is | Where it lives |
|---|---|---|
| Concept | Self-contained Olah/Distill-grade explainer | core/<track>/concepts/ |
| Author | Person-anchored reading guide (Pearl, Karpathy, Olah…) | core/<track>/authors/ |
| Arc | Learning path through N concepts in order | core/<track>/arcs/ |
| Build | MVB recipe — runnable, persona-tagged | core/<track>/builds/ |
Pages converge: a concept lives inside an arc, links to its key authors, and ends with a build you can ship.