The Marvelous Magic of Multimodal AI • Alex Castrounis • GOTO 2024

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 https://bsky.app/profile/gotocon.com https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #MultimodalAI #MML #Multimodal #AI #ML #Molmo #Ai2 #AIAssistant #DataScience #AlexCastrounis CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1 Video Credit Toggl: https://youtu.be/YyILWl6Z17k