How quickly is AI advancing? And should you be working in the field? (with Danny Hernandez)

Read the full transcript here. (https://podcast.clearerthinking.org/episode/172/#transcript) • Along what axes and at what rates is the AI industry growing? What algorithmic developments have yielded the greatest efficiency boosts? When, if ever, will we hit the upper limits of the amount of computing power, data, money, etc., we can throw at AI development? Why do some people seemingly become fixated on particular tasks that particular AI models can't perform and draw the conclusion that AIs are still pretty dumb and won't be taking our jobs any time soon? What kinds of tasks are more or less easily automatable? Should more people work on AI? What does it mean to "take ownership" of our friendships? What sorts of thinking patterns employed by AI engineers can be beneficial in other areas of life? How can we make better decisions, especially about large things like careers and relationships? • Danny Hernandez was an early AI researcher at OpenAI and Anthropic. He's best known for measuring macro progress in AI. For example, he helped show that the compute of the largest training runs was growing at 10x per year between 2012 and 2017. He also helped show an algorithmic equivalent of Moore's Law that was faster, and he's done work on scaling laws and mechanistic interpretability of learning from repeated data. He is currently focused on alignment research. • Staff • Spencer Greenberg (https://www.spencergreenberg.com/) — Host / Director • Josh Castle (mailto:joshrcastle@gmail.com) — Producer • Ryan Kessler (https://tone.support/) — Audio Engineer • Uri Bram (https://uribram.com/) — Factotum • WeAmplify (https://www.weamplify.info/) — Transcriptionists • Miles Kestran (mailto:digillennial@gmail.com) — Marketing • Music • Broke for Free (https://freemusicarchive.org/music/Broke_For_Free/Something_EP/Broke_For_Free_-_Something_EP_-_05_Something_Elated) • Josh Woodward (https://www.joshwoodward.com/song/AlreadyThere) • Lee Rosevere (https://archive.org/details/MusicForPodcasts04/Lee+Rosevere+-+Music+for+Podcasts+4+-+11+Keeping+Stuff+Together.flac) • Quiet Music for Tiny Robots (https://www.freemusicarchive.org/music/Quiet_Music_for_Tiny_Robots/The_February_Album/05_Tiny_Robot_Armies) • wowamusic (https://gamesounds.xyz/?dir=wowamusic) • zapsplat.com (https://www.zapsplat.com/music/summer-haze-slow-chill-out-house-track-with-a-modern-pop-feel-warm-piano-chords-underpin-the-track-with-warm-pads-and-a-repetitive-synth-arpeggio/) • Affiliates • Clearer Thinking (https://www.clearerthinking.org/) • GuidedTrack (https://guidedtrack.com/) • Mind Ease (https://mindease.io/) • Positly (https://positly.com/) • UpLift (https://www.uplift.app/) [Read more: https://podcast.clearerthinking.org/episode/172/danny-hernandez-how-quickly-is-ai-advancing-and-should-you-be-working-in-the-field]

Om Podcasten

Clearer Thinking is a podcast about ideas that truly matter. If you enjoy learning about powerful, practical concepts and frameworks, wish you had more deep, intellectual conversations in your life, or are looking for non-BS self-improvement, then we think you'll love this podcast! Each week we invite a brilliant guest to bring four important ideas to discuss for an in-depth conversation. Topics include psychology, society, behavior change, philosophy, science, artificial intelligence, math, economics, self-help, mental health, and technology. We focus on ideas that can be applied right now to make your life better or to help you better understand yourself and the world, aiming to teach you the best mental tools to enhance your learning, self-improvement efforts, and decision-making. • We take on important, thorny questions like: • What's the best way to help a friend or loved one going through a difficult time? How can we make our worldviews more accurate? How can we hone the accuracy of our thinking? What are the advantages of using our "gut" to make decisions? And when should we expect careful, analytical reflection to be more effective? Why do societies sometimes collapse? And what can we do to reduce the chance that ours collapses? Why is the world today so much worse than it could be? And what can we do to make it better? What are the good and bad parts of tradition? And are there more meaningful and ethical ways of carrying out important rituals, such as honoring the dead? How can we move beyond zero-sum, adversarial negotiations and create more positive-sum interactions?