Maps spec claims (73% KV savings, 1% prompt overhead, 11% generation overhead, PPL accuracy, 128K context fit) to measured benchmark results with status. Closes #65
Supersedes PR #134 (blocked by branch protection approval requirement). Changed http://143.198.27.163:3000/Timmy_Foundation/turboquant to https://forge.alexanderwhitestone.com/Timmy_Foundation/turboquant