Why Image Generation Needs More Than Bigger Models with Fatih Porikli - #773
Qualcomm VP argues image generation needs architectural innovation, not just scale
Fatih Porikli of Qualcomm discusses CVPR research on unsolved image generation challenges including controllability, scene planning, and 16-megapixel on-device generation. The work argues that architectural changes—separating scene planning from rendering, better training objectives—matter more than simply scaling models. Relevant to on-device AI trends but not a major industry announcement.