Review: independently audit AutoAlpha reproduction boundaries

[bozarnr]

Review the AutoAlpha card for accidental overclaims.

Checklist:

• Verify that paper claims, local observations, and public implementation are separated.
• Verify no private data, employer code, or raw non-public outputs are referenced.
• Verify the verdict remains implemented_not_deployable.