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Learn about an innovative adaptive sharpness filter implementation in Intel graphics display engines through this 12-minute conference talk from XDC 2025. Discover how this intelligent image enhancement solution dynamically adapts to content characteristics while preserving visual quality with minimal power and performance overhead, contrasting with conventional uniform sharpening techniques. Explore the motivation behind integrating this feature into the display engine, followed by detailed kernel-level implementation insights and architectural considerations. Examine the comprehensive validation methodology utilizing IGT GPU Tools framework and Chamelium-based testing to ensure correctness and robustness. Understand current userspace integration efforts in open-source compositors including GNOME and KDE (KWin), while addressing key upstream challenges including UAPI acceptance and compositor-level support. Engage with ongoing community collaboration opportunities as the speakers discuss the open-source implementation and encourage contributions from the broader graphics development community.