Update README.md

README.md

@@ -28,7 +28,7 @@ and `index` (discrete, 4 categories) — with a `FlowMatchingOneSidedInterpolant
 
 | Path | Model | Role in the notebook |
 |---|---|---|
-| `conditioning_and_guidance/joint_model` | Unconditional cross-modal MLP | Intrinsic guidance (Section 4): conditioning a model that was never trained to be conditional |
+| `conditioning_and_guidance/joint_model` | Unconditional cross-modal MLP | Intrinsic guidance (Section 4): conditioning a model using a model trained unconditionally |
 | `conditioning_and_guidance/context_model` | The same MLP plus a label context path, trained with 20% context dropout | Context conditioning and classifier-free guidance (Sections 5-7) |
 
 ### Loading