Samplinglib
Lean gate passed 2026-08-19T06:04:36.257124+00:00 · 77184245109a
2.ex · Book p. 87 · PDF p. 99

Exercises

The exercises test the chapter's definitions, proof calculations, edge cases, and extensions without changing the chapter's formalization status.

Open this section in the canonical August 9 source ↗

Place in the proof route

The chapter uses this material in the route toward Markov-semigroup interpolation proves functional inequalities from curvature and dissipation. The declaration-level source map is intentionally left inside the formalization layer until exact theorem anchors have been audited.

Why is this valid?

Chapter-level validity conditions

  • State whether Hessian inequalities hold everywhere, almost everywhere, or in a weak convex-analytic sense.
  • Track normalization and absolute continuity whenever a potential is used to define a probability law.
  • Keep localization inputs separate from the one-dimensional inequality they reduce to.
View Lean formalization

No declaration-level mapping has been accepted for this section. This is a route status, not a failed Lean declaration.