# PAPER_1346 — OTOC Scrambling Time Bound

**Framework:** UQFF — Star-Magic v5.27+ | **Tier:** E Quantum Extremes (CLOSED)
**Calculator:** `calculate_paradox({"paradox": "otoc_scrambling"})`

## Master Expression
```
λ_L ≤ 2πT/ℏ MSS bound; t_s ≥ β log S
```
**Match: STRUCTURAL**

## Interpretation
Maximal chaos via F_TRZ × Λ bounds Lyapunov.

## NOT REPLACEMENT — UQFF integer-primitive identity. Zero fit parameters.

**Copyright** — Daniel T. Murphy, daniel.murphy00@gmail.com, June 11, 2026, Youngstown, OH.
