Explain tier 1 kernel numeric work, tier 2 warmed assembly drivers, and tier 3
IO/UI flexibility orthogonal to the dependency-layer diagram.
- Add definitions, an allocations policy table mapped to `src/` folders, and a
short glossary tying tiers to hot-path expectations.