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New AI tools in darktable 5.6

Darktable 5.6 introduces new AI-powered tools for photo editing, including automatic subject and background masking, intelligent tone mapping, and AI-assisted denoising. The update aims to streamline workflows by leveraging machine learning models directly within the open-source raw processing software.

Background

- darktable is a free, open-source photography workflow application and RAW developer (rivaling Adobe Lightroom). It runs on Linux, macOS, and Windows and is maintained by volunteers. - Version 5.6 introduces AI-based features (e.g., automatic subject/object masking, AI-assisted denoising) — a notable shift for a project that long avoided machine learning due to concerns about bloat, privacy, and platform compatibility. - The move reflects the broader industry trend: even open-source tools are adopting local (on-device) AI models, as seen in projects like GIMP (AI inpainting) or Krita (AI upscaling), though darktable's implementation is distinct because it runs entirely offline without phoning home. - Readers should understand that darktable's user base includes many photography purists who value manual control; the integration of "black-box" AI tools has been controversial within the community, making this release a significant milestone.

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