Goal 12 — Consolidation & release

[duckyquang]

Sub-goals

• 12.0 Final findings report: the α-story, the representation verdict (positive or null — published with equal prominence), the verified-soundness result, the parameter-efficiency verdict
• 12.1 Reproducibility package: one-command re-run per goal, pinned environment, archived artifacts
• 12.2 Paper/preprint + repo release under the agreed claim discipline (efficiency-as-hypothesis-now-tested; verifiability-from-architecture; no "machine code" claims)