Companion documents to the master plan: vision, modeling cycle, and the benchmarking framework + gallery.
| Document | Role |
|---|---|
| The Idea (v3) | Vision manifesto — principles and “why this stack exists” |
| Data + ML lifecycle | Three-layer model, two-stream convergence, depth axis, matchup pattern |
| Report 15 — Benchmarks framework | Benchmarking as first-class infrastructure |
| Benchmarks gallery | 23 worked benchmark designs across six domains (ocean, land, atmosphere, RS, models) |
| Report 16 — Modeling cycle | Data-driven modeling cycle and benchmark-gated L0–L4 refinement |
Start with the vision for the manifesto, or jump into Report 0 for the synthesised architectural picture.