This presentation was recorded at GOTO Copenhagen 2024. #GOTOcon #GOTOcph
https://gotocph.com
Alex Castrounis - Founder & CEO at @WhyofAI, NU Kellogg MBAi Professor, Author, Former INDYCAR Engineer, Race Strategist & Data Scientist @alexcastrounis
RESOURCES
https://www.linkedin.com/in/alexcastrounis
https://twitter.com/alexcastrounis
ABSTRACT
What if AI could create an entire explainer video for your new software product—writing the script, generating the video, composing the music, and designing the animations?
This reality may be closer than you think. Join Alex Castrounis to discover The Marvelous Magic of Multimodal AI, where machines can understand and generate text, images, audio, and video. Learn how multimodal AI unlocks new possibilities in human-computer interaction and discover the hidden magic powering tomorrow’s innovations! [...]
TIMECODES
00:00 Intro
00:55 LLM vs LMM
01:08 What is multimodal AI?
04:30 Molmo by Ai2
09:26 Data ≈ Representation
14:19 Natural language is hard
22:04 What about context?
28:55 The inner workngs
35:21 Text-to-images
27:52 The AI of tomorrow
40:04 Outro
Download slides and read the full abstract here:
https://gotocph.com/2024/sessions/3341
RECOMMENDED BOOKS
Alex Castrounis • AI for People and Business • https://amzn.to/3NYKKTo
Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ
Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx
Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg
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Video Credit
Toggl: https://youtu.be/YyILWl6Z17k