Fatih Porikli
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Why Image Generation Needs More Than Bigger Models with Fatih Porikli
- Published
- August 12, 2026
- Duration
- 56:47
- Summary source
- description
- Last updated
- Aug 19, 2026
Discusses Text-to-image models have become remarkably good at producing realistic images. But realism isn’t th…
Summary
Text-to-image models have become remarkably good at producing realistic images. But realism isn’t the same as correctness. Ask for several distinct people, a specific composition, or a high-resolution image generated locally, and today’s models still struggle in surprising ways. In this episode, Fatih Porikli, Vice President of Technology at Qualcomm, joi…
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Show notes
Text-to-image models have become remarkably good at producing realistic images. But realism isn’t the same as correctness. Ask for several distinct people, a specific composition, or a high-resolution image generated locally, and today’s models still struggle in surprising ways. In this episode, Fatih Porikli, Vice President of Technology at Qualcomm, joins me to discuss what remains unsolved in image generation and several approaches his team presented at CVPR to address those challenges. We ex