Yoko Li and Justine Moore speak with Ideogram founder and CEO Mohammad Norouzi about image generation models, design workflows, and the evolving relationship between AI and creative work.

The conversation covers Ideogram's decision to release an open-weight model, the challenges of generating text and layouts within images, and why

controllability has become an increasingly important area of research. They discuss prompting, customization, editing, and the tradeoffs between

general-purpose models and systems optimized for specific creative tasks.

Along the way, Norouzi shares his views on open-source AI, design tools, agentic workflows, and how image generation models may evolve as creators and

enterprises seek greater control over their outputs.

Timestamps: 00:00 - Intro 00:55 - Why Ideogram Went Open Weights 03:07 - Editable Design, Layout Control & Text Rendering 06:54 - How Training Data &

Evaluation Drive Quality 09:22 - JSON Prompting as an Intermediate Representation 15:17 - Taste, Graphic Design & Training a 9B Parameter Model 22:54

  • Enterprise Customization & Fine-Tuning 30:03 - Agents, Editing & the Visual AI Workflow

Resources: Follow Mohammad Norouzi on X: https://x.com/mo_norouzi Follow Yoko Li on X: https://x.com/stuffyokodraws Follow Justine Moore on X: https://x.com/venturetwins

Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends!

Find a16z on X: https://twitter.com/a16z

Find a16z on LinkedIn: https://www.linkedin.com/company/a16z

Listen to the a16z Show on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX

Listen to the a16z Show on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711

Follow our host: https://x.com/eriktorenberg

Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to

evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may

maintain investments in the companies discussed. For more details please see http://a16z.com/disclosures.