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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Oracle Cloud Infrastructure (OCI): Oracle's next-generation cloud platform delivers blazing-fast AI and ML performance with 50% less for compute and 80% less for outbound networking compared to other cloud providers13. OCI powers industry leaders with secure infrastructure and application development capabilities. New U.S. customers can get their cloud bill cut in half by switching to OCI before December 31, 2024 at https://oracle.com/cognitive

Brave: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

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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:

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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