42 min listen
Text to Video: The Next Leap in AI Generation
Froma16z Podcast
ratings:
Length:
33 minutes
Released:
Dec 20, 2023
Format:
Podcast episode
Description
General Partner Anjney Midha explores the cutting-edge world of text-to-video AI with AI researchers Andreas Blattman and Robin Rombach. Released in November, Stable Video Diffusion is their latest open-source generative video model, overcoming challenges in size and dynamic representation.In this episode Robin and Andreas share why translating text to video is complex, the key role of datasets, current applications, and the future of video editing.Topics Covered: 00:00 - Text to Video: The Next Leap in AI Generation02:41 - The Stable Diffusion backstory04:25 - Diffusion vs autoregressive models06:09 - The benefits of single step sampling09:15 - Why generative video?11:19 - Understanding physics through AI video12:20 - The challenge of creating generative video15:36 - Data set selection and training17:50 - Structural consistency and 3D objects19:50 - Incorporating LoRAs21:24 - How should creators think about these tools?23:46 - Open challenges in video generation 25:42 - Infrastructure challenges and future research Resources: Find Robin on Twitter: https://twitter.com/robrombachFind Andreas on Twitter: https://twitter.com/andi_blattFind Anjney on Twitter: https://twitter.com/anjneymidhaStay Updated: Find a16z on Twitter: https://twitter.com/a16zFind a16z on LinkedIn: https://www.linkedin.com/company/a16zSubscribe on your favorite podcast app: https://a16z.simplecast.com/Follow our host: https://twitter.com/stephsmithioPlease 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 a16z.com/disclosures.
Released:
Dec 20, 2023
Format:
Podcast episode
More Episodes from a16z Podcast
How Discord Became a Developer Platform: In 2009 Discord cofounder and CEO, Jason Citron, started building tools and infrastructure for games. Fast forward to today and the platform has over 200 million monthly active users. In this episode, Jason, alongside a16z General Partner Anjney Midha—who merged his company Ubiquiti 6 with Discord in 2021—shares insights on the nuances of community-driven product development, the shift from gamer to developer, and Discord’s longstanding commitment to platform extensibility. Now, with Discord's recent release of embeddable apps, what can we expect now that it's easier than ever for developers to build? by a16z Podcast