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How Does AI Actually Work?

This week, we have a special episode for you! There has been so much talk about AI over the last year or two, but not a lot of explanations. What is AI? What is the difference between AI and Machine Learning? How do they work? David sat down with Danu Mbanga, Director of Generative AI Solutions at Google, to get to the bottom of it all. This talk switches between a general overview of AI and an in-depth discussion about the meaning of intelligence. Danu has years of experience in this field so we hope you learn as much as we did! Enjoy. 00:00 Intro 03:32 What is AI? 12:02 Transformers 22:50 Ad break 22:53 How Regular People Can USe AI 28:55 What is Gen AI? 40:21 What is AGI? 46:32 Ad break 52:18 The Hallucination Problem 01:02:20 Typing Test Links: Attention Is All You Need Paper: https://bit.ly/attentionisallyouneed IBM k-nearest neighbors: https://ibm.co/3S6hdtm Follow Danu Mbanga: Threads: https://www.threads.net/@devchiral X:   / dmbanga   Shop the merch: https://shop.mkbhd.com Instagram/Threads/X: Waveform:   / wvfrm   Waveform: https://www.threads.net/@waveformpodcast Marques: https://www.threads.net/@mkbhd Andrew: https://www.threads.net/@andrew_manga... David Imel: https://www.threads.net/@davidimel Adam: https://www.threads.net/@parmesanpapi17 Ellis:   / ellisrovin   TikTok:   / waveformpodcast   Join the Discord:   / discord   Music by 20syl: https://bit.ly/2S53xlC Waveform is part of the Vox Media Podcast Network.