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docs(S3): record Session 4 Rung-2 continuous entropy bound landing
continuous_entropy_le_ln_bma Qed-closed at 37713fb (+193 LOC). Updates §3.6.2 pending → Session 4 landed; Session 5+ items listed. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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docs/handover/AI-WORK-007.md

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@@ -678,11 +678,23 @@ continuous Boltzmann theorem):
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rewrites via `ln_Rinv` + `ln_mult`, sums, and collapses using
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`prob_dist_sum_one` + `finSum_const_1`. Jensen is **not** used —
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the tangent-line route is direct and sidesteps the Jensen step.
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- **Session 4+ (pending):** Rung-2 (Riemann) / Rung-3 (Lebesgue;
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needs `coq-mathcomp-analysis`) / Rung-4 (full Boltzmann
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collision operator + H-functional monotonicity, research-grade).
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Equality case of Rung-1 (uniform distribution as the unique
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maximiser) also open.
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- **Session 4 (landed, commit `37713fb`, +193 LOC):** §8
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`ContinuousEntropySection` — Rung-2 continuous entropy bound via
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Coquelicot `RInt_le`. Variables: `a b : R`, `Hab : a < b`,
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pdf `f` with positivity + integrability + normalisation
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hypotheses. `continuous_entropy := -RInt (f x * ln (f x)) a b`.
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**`continuous_entropy_le_ln_bma` Qed-closed** (`H_cont[f]
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ln(b-a)`). Proof route: tangent-line `ln u ≤ u - 1` (from
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`exp_ineq1_le` via `ln_exp`); pointwise bound on
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`f(x) * (-ln(b-a) - ln f(x))`; `RInt_le`; `RInt_plus` /
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`RInt_scal` / `RInt_const` linearity; normalisation (∫f = 1);
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`lra`. No Jensen needed — tangent-line route is direct.
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Suite verified 35/35 after commit.
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- **Session 5+ (pending):** Rung-3 (Lebesgue; gated on
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`coq-mathcomp-analysis` being installed — not in current Guix
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env) / Rung-4 (full Boltzmann collision operator + H-functional
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monotonicity, research-grade). Equality case of Rung-1
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(uniform distribution as the unique maximiser) also open.
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#### 3.6.3 S4 — n-dim Heisenberg / Cauchy-Schwarz ladder
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