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+# Figure Interpretation in Results Reports
+
+A results report should not dump figures.
+
+For each major figure, write four blocks:
+- **Why this figure exists**
+- **What to notice**
+- **What interpretation is supported**
+- **What this changes in the project decision**
+
+## Example micro-structure
+
+### Figure X
+- Purpose: compare adapter vs freezing under the same transfer setting.
+- Observation: adapter improves mean WER and reduces variance.
+- Interpretation: subject-specific adaptation likely resolves part of the transfer mismatch.
+- Decision implication: prioritize adapter ablations before expanding frozen-only variants.