Roadmap (pointer)

Canonical living plan (world-class BNN optimiser):

• Root: ../ROADMAP.md
• Docs twin: 37_WORLD_CLASS_BNN_OPTIMISER_ROADMAP.md

When lost: read root ROADMAP.md §0 → §7 → current phase → lowest unchecked TODO. Run bnn repro. Do not invent benches.

Historical lab COMPLETE plan: 21_E2E_ROADMAP_COMPLETE_REPO.md (D1–D12 evidence in 22_COMPLETION_REPORT.md).

Historical MVP checklist (superseded detail → see 21, then ROADMAP.md)

• [x] First-principles + SOTA + failure docs
• [x] Perfected concept (kill naive 32× pitch)
• [x] Requirements + ADR + gap register
• [x] STE Binary/Ternary layers + Bi-Real CNN
• [x] Native CPU XNOR-popcount GEMM (MSVC)
• [x] Measured kernel speedups + compression
• [x] Train/bench/export scripts
• [x] Linear wrap + hybrid FFN sketch + CIFAR proxy + energy/FGSM proxies

Next: follow root ROADMAP.md §10 / §11.2 (lowest unchecked). W2.T04/T05 portable SIMD done (docs/41).