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@@ -176,11 +176,12 @@ Compare output.png with training/target_X/img_000.png
**CNN v1:** Builds and runs, produces incorrect output (all white). Use CNNEffect in demo for visual validation.
-**CNN v2:** ✅ Fully functional. Tested and working.
+**CNN v2:** ⚠️ Partially functional. Readback works but output differs from HTML validation tool.
- Loads binary weights from `workspaces/main/weights/cnn_v2_weights.bin`
- Matches CNNv2Effect architecture
-- Produces correct output
-- Recommended for validation
+- **Known Issue:** Visual output differs from `tools/cnn_v2_test/index.html` despite matching shader code
+- Root cause under investigation (weight indexing? texture sampling? activation clamping?)
+- Use HTML tool (`tools/cnn_v2_test/index.html`) for accurate validation
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