Advancements in Text-to-Image Generation

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The speakers discuss the advancements in text-to-image generation and the ability to modify personal images, using an example of transforming an ultrasound image of a baby into a newborn. They explore the features and controls available in image generation, as well as the potential future developments in understanding depth, lines, color, and lighting. They also discuss the abstract use of text as input for high-dimensional concepts and speculate on the combination of language and visual elements in creating advanced AI models.

In this episode, Nathan sits down with Suhail Doshi, founder of Playground AI. They discuss the current state of AI image generation, how Suhail is building Playground while the technology for vision and image generation is still maturing, thought to image reconstruction, and more. If you need an ecommerce platform, check out our sponsor Shopify: https://shopify.com/cognitive for a $1/month trial period.

We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.

LINKS:

- Playground AI: https://playgroundai.com/

SPONSORS:

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X/SOCIALS:

@labenz (Nathan)

@Suhail

@CogRev_Podcast

TIMESTAMPS:

(00:00) Episode Preview

(00:44) The current state of AI image generation

(08:04) Are we currently at a GPT-2 level for image gen?

(15:40) Sponsor - Brave Search API | Shopify

(20:46) Shortcomings and use cases for GPT-4V

(22:46) Benefits of vision vs language

(28:30) Trajectory for what Playground will build next

(33:28) Sponsor - NetSuite by Oracle | Omneky

(34:48) How will the image generation experience change over time

(40:06) Thought to image reconstruction

(47:49) What if OpenAI fully focused on image

(50:09) Lack of training data in vision and the use of synthetic data

(51:30) Multimodal models increasing performance

(55:03) Images are information rich but lack the right annotation

(57:00) Building Playground while vision technology is maturing

(1:03:25) What should the rules for generative AI be?

(1:09:19) Parallel to the music industry and streaming for rev share

(1:12:21) What are the minimum standards that AI application developers should be expected to uphold?

(1:16:48) Wrap

This show is produced by Turpentine: a network of podcasts, newsletters, and more, covering technology, business, and culture — all from the perspective of industry insiders and experts. We’re launching new shows every week, and we’re looking for industry-leading sponsors — if you think that might be you and your company, email us at erik@turpentine.co.