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Key findings indicate that Neural Filters in 2023 have transitioned from “creative toys” to essential production tools, particularly for portrait retouching, color grading, and environmental background generation. However, reliance on cloud processing for high-resolution outputs remains a limiting factor for offline workflows.

2. Refined Portrait Editing: Smart Portrait & Skin Smoothing Portrait retouching in 2023 is smoother and more realistic.

AI engine, allow for complex edits—like restoring a torn photo or changing a person's facial expression—to be completed in seconds rather than hours.

The filter was notorious for creating "halos" around subjects—those ugly glowing lines that scream "fake bokeh." Adobe has refined the depth map estimation. In 2023, the filter does a much better job separating fine details like hair strands and grass from the background. While it still struggles with complex foreground/background overlaps, the haloing effect is drastically reduced.