Designing the Future: Inside Canva's AI Strategy with John Milinovich, GenAI Product Lead at Canva

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

Nathan explores the world of AI-powered design with John Milinovich, Head of Generative AI Product at Canva. In this episode of The Cognitive Revolution, we dive into Canva's innovative approach to AI integration, from task automation to human augmentation. Join us for an insightful discussion about fine-tuning foundation models, AI's impact on architecture, and practical tips for AI product development at scale.

Check out Canva: https://www.canva.com

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SPONSORS:

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CHAPTERS:

(00:00:00) Teaser

(00:01:13) Sponsors: SelectQuote

(00:02:26) About the Episode

(00:04:33) Introduction - Creativity vs Design

(00:08:39) AI-Assisted Experiences

(00:10:25) Automation & Augmentation

(00:15:27) Pixels to Objects to Concepts

(00:17:58) Sponsors: Incogni | Shopify

(00:20:40) Concept-Level Interfaces

(00:23:35) The Future of Design

(00:29:39) Human Element in Design

(00:32:49) AI Talking to AI

(00:35:52) Sponsors: Oracle Cloud Infrastructure (OCI) | Brave

(00:38:04) Purpose-Specific AI Experiences

(00:45:29) GPT-4 Image Editing

(00:51:17) Graduated Approach to Launch

(00:55:09) Fine-Tuning GPT-4

(00:59:10) Cost & Latency

(01:01:29) Hiring AI Engineers

(01:05:02) Engineering Best Practices

(01:09:00) Inspiration in the AI Space

(01:18:28) The Gen AI Application Layer

(01:24:26) Outro

SOCIAL LINKS:

Website: https://www.cognitiverevolution.ai

Twitter (Podcast): https://x.com/cogrev_podcast

Twitter (Nathan): https://x.com/labenz

LinkedIn: https://www.linkedin.com/in/nathanlabenz/

Youtube: https://www.youtube.com/@CognitiveRevolutionPodcast

Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431

Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk