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39:02EN
Cognitive Revolution "How AI Changes Everything"· Aug 10, 2023PodcastAI’s product advantage is consistency. Its real weakness is getting conned.Host Nathan LabenzNathan Labenz updates the Cognitive Revolution scouting report: jailbreaks, resume automation, Med-PaLM’s 40% radiology win, and what might follow Transformers.Enterprise & strategyMultimodal AIAI in healthcare+3
39:50EN
No Priors: AI, Machine Learning, Tech, & Startups· Jul 20, 2023Podcast · 2 speakersWhy AI Video Is Still a Four-Second CorgiHost Sarah Guo, Elad GilMeta research director Devi Parikh explains why text-to-video has stalled on short animated images, and what it will take to get past that plateau.Multimodal & mediaGenerative mediaVision & video+3
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Cognitive Revolution "How AI Changes Everything"· Jun 29, 2023PodcastA Million Bytes and 256 Symbols: Meta's MEGABYTE Wants to Throw the Tokenizer AwayHost Nathan LabenzLili Yu of Meta AI explains a multiscale transformer that predicts million-byte sequences, skips tokenization, and aims to model any file as raw bytes.Models & trainingMultimodal AITransformers & attention+3
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Cognitive Revolution "How AI Changes Everything"· Jun 20, 2023PodcastFifteen Thousand Brain Numbers Were Enough to Reconstruct What Someone SawHost Nathan LabenzTanishq Mathew Abraham walks through MindEye, the fMRI-to-image system that maps a handful of voxel values onto CLIP and diffusion models.Multimodal & mediaNeuroscience & AIMultimodal AI+3
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Cognitive Revolution "How AI Changes Everything"· May 21, 2023PodcastTwo and a Half Years From 33.3% to 86.5%: Google Sent Foundation Models to Medical SchoolHost Nathan LabenzVivek Natarajan walks Nathan Labenz through Med-PaLM and Med-PaLM 2: the data-light techniques, the nine-axis clinician evals, and why a high USMLE-style score is the wrong trophy.Models & trainingAI in healthcareFine-tuning+3
Slides5:24EN
Matthew Berman· May 12, 2023Google I/O 2023: Bard, PaLM 2 and AI Across Google's ProductsMatthew Berman · Forward FutureMatthew Berman reviews Google's 2023 AI announcements and weighs its focus on improving established products.AI StrategyProduct & UXModels & training+1
Slides7:53EN
Matthew Berman· Apr 4, 2023HuggingGPT: Using a Language Model to Coordinate AI ToolsMatthew Berman · Forward FutureMatthew Berman explains a research system that routes multimodal tasks to specialist models using a language model as controller.Agent orchestrationMultimodal AIModels & training+1
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Cognitive Revolution "How AI Changes Everything"· Mar 30, 2023Podcast130,000 Teleop Demos: Google's GPT Playbook for RobotsHost Nathan LabenzKeerthana Gopalakrishnan of Google Robotics tells Nathan Labenz how RT-1, SayCan, and PaLM-E turn language-model scaling into kitchen-ready mobile manipulators.AgentsRoboticsMultimodal AI+3
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Cognitive Revolution "How AI Changes Everything"· Mar 9, 2023PodcastFreeze the eyes and the brain. Train only the optic nerve.Host Nathan LabenzJunnan Li and Dongxu Li tell Nathan Labenz how BLIP cleaned noisy web captions, and how BLIP-2 connected a frozen vision model to a frozen language model in under ten days on one A100.Multimodal & mediaMultimodal AIVision & video+3
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No Priors: AI, Machine Learning, Tech, & Startups· Feb 16, 2023Podcast · 2 speakersEmad Mostaque’s bet: open small models, not one giant brainHost Sarah Guo, Elad GilStability AI’s founder tells No Priors why foundation models should be public infrastructure, why small models can beat giant ones, and what that means for media, medicine, and AGI.Open source & communityOpen-weight modelsMultimodal AI+3
8 slides1:03:29ZH → English
跟李沐学AI· Jan 12, 2023A Multimodal Paper Review: BLIP, CoCa, and BEiT-3From cleaning image–text data to unified pretraining, a guide to the architectures, objectives, and connections behind three vision–language models.Multimodal AIModels & trainingData quality & curation
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Lex Fridman· Sep 21, 2022Podcast · 2 speakersA Smile Is Not Happiness: Rana el Kaliouby on Emotion AI and the Empathy CrisisGuest Rana el Kaliouby · Host Lex FridmanThe Affectiva founder and Smart Eye deputy CEO talks with Lex Fridman about teaching machines to read faces, sensing drivers inside the cabin, and why she is proudest of the people her company grew.Multimodal & mediaMultimodal AIVision & video+3
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Lex Fridman· Jul 31, 2021Podcast · 2 speakersThe Fallacy of the Successful First StepGuest Ishan Misra · Host Lex FridmanBerkeley's Jitendra Malik explains why computer vision still looks easy, why fully autonomous driving is not near, and what children know that today's networks do not.Models & trainingComputer VisionMultimodal AI+3
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Lex Fridman· Jun 17, 2019Podcast · 2 speakersRosalind Picard: Clippy Never Saw You Frown, and That's the Whole ProblemGuest Rosalind Picard · Host Lex FridmanThe MIT professor who named affective computing on emotion recognition, privacy, seizure-detecting wearables, and why a device you can take off is safer than a camera you cannot see.Multimodal & mediaSafety & governancePrivacy & data governance+3
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Cognitive Revolution "How AI Changes Everything"PodcastFrom GPT-2 to GPT-3 Moments in Robotics: Six DeepMind Papers on Bridging Robots and the InternetHost Nathan LabenzKeerthana Gopalakrishnan and Ted Xiao walk through RT-2, RT-X, RT-Trajectory, AutoRT, Learning to Learn Faster and PIVOT, and say what is still missing for general-purpose robots.Models & trainingRoboticsMultimodal AI+3
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Unsupervised Learning: With Jacob EffronPodcastAdobe's Firefly Bet: A Billion Beta Images, Creative Control, and Trust at ScaleHost Jacob EffronAdobe's Alexandre explains how Firefly moved from research to product, how Adobe balances creative control with generative speed, and why trust and feedback loops are central to its AI strategy.Product & UXGenerative mediaProduct Strategy+3
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Cognitive Revolution "How AI Changes Everything"PodcastWorth Thousands, Priced at $20: Zvi Mowshowitz on OpenAI's Flurry, Gemini Bets, Deepfakes and a Compute CapHost Nathan LabenzZvi Mowshowitz and Nathan Labenz survey OpenAI's launch spree, AI pricing and bundling, data pollution, deepfakes, the reversal curse, calls to cap training compute, and Amazon's Anthropic deal.Enterprise & strategyAI StrategyProduct Strategy+3
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Unsupervised Learning: With Jacob EffronPodcastWhy Sora Bet on People, Not Just PixelsHost Jacob EffronThe Sora team explains how a video model became a social creation network, what cameos revealed about human creativity, and why the next frontier is world simulation.Multimodal & mediaGenerative mediaVision & video+3
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Lex FridmanPodcastFrom Phonemes to CTC: How Deep Learning Rebuilt Speech RecognitionHost Lex FridmanBaidu's Adam Coates walks through the traditional speech pipeline, the CTC-based end-to-end engine that replaced much of it, and what it takes to scale and deploy it.Models & trainingDeep LearningMultimodal AI+2
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Cognitive Revolution "How AI Changes Everything"PodcastFrom Static Structures to Moving Molecules: Where AI for Protein Design Stands After AlphaFold 3Host Nathan LabenzComputational biochemist Amelie Schreiber walks Nathan Labenz through six months of progress in structure prediction, molecular dynamics, peptide and antibody models, and early agent-driven design workflows.Computational BiologyAI for scienceMultimodal AI+1
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Cognitive Revolution "How AI Changes Everything"PodcastVirtual Biopsies in One Second: How a Seven-Year-Old CycleGAN Is Beating Newer Models in the ClinicHost Nathan LabenzTanishq Mathew Abraham explains how deep learning turns label-free 3D tissue images into virtual H&E stains fast enough to guide tumor surgery.Multimodal & mediaAI in healthcareMultimodal AI+1
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No Priors: AI, Machine Learning, Tech, & StartupsPodcast · 2 speakersBeyond GPT-7: The Customization Toolkit, Meta's Open Source Bet and the Return of Consumer AIHost Sarah Guo, Elad GilIn a host-only episode, the No Priors hosts map the six levers for 10x to 100x better AI, explain fine-tuning, RAG and AI feedback, and ask why consumer social is suddenly interesting again.Models & trainingFine-tuningRetrieval-augmented generation+3
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Unsupervised Learning: With Jacob EffronPodcastGiving AI a Nervous System: Voice, Touch, and the Post-Keyboard InterfaceHost Jacob EffronLiveKit's Russ explains how voice AI, multimodal chat, cloud browsers, and on-device models are reshaping how humans work with machines.Multimodal & mediaVoice AIMultimodal AI+3
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Lex FridmanPodcast · 2 speakersInside RIDER: The Rugged Black Box Behind MIT's Large-Scale Driving StudyGuest MIT-AVT · Host Lex FridmanA walkthrough of the data-collection device MIT-AVT uses to record drivers and vehicles in semi-autonomous cars month after month.Autonomous DrivingInfrastructure & deploymentMultimodal AI+2
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