## Problem 261 — rank:182

**Title:** Predictable genetic parts

**Added binding assumptions (LaTeX):**

```latex
Distinguish the true observable conditional production response from the chosen parametric family used to approximate it. Fix input-measure integration, context-transfer restrictions and the sampling law behind the outer expectation. Uniform performance in unseen contexts cannot follow from finite training support alone; it depends on verified structural regularity or a bounded discrepancy model, whose uncertainty belongs in the reported guarantee.
```

**Direct edits:** 0. **Fresh external checks:** None; supplied sources retained as provenance.