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Cognitive Revolution "How AI Changes Everything"· Apr 4, 2026PodcastFrontier vision models score 12.5%: Joseph Nelson on the real waterline of computer visionHost Nathan LabenzThe Roboflow CEO tells Nathan Labenz why vision still lags language, how to distill SAM 3 into an edge model for Wimbledon, and why the United States has almost never led open-source vision.
1:19:10ENCognitive Revolution "How AI Changes Everything"· May 11, 2025PodcastA Robot-Arm Shot That Took Months Now Lives in a PromptHost Nathan LabenzLuma Labs’ Amit Jain and Jiaming Song on Ray 2, few-shot camera concepts, and why they think video models sit on the path to multimodal AGI.
3:53:49ENCognitive Revolution "How AI Changes Everything"· Jan 3, 2025PodcastWith One-Twelfth the Data, an Open-Source Vision Model Beat GPT-4oHost Nathan LabenzWill Hardman of Veratai walks Nathan Labenz through two years of vision-language models, from ViT and CLIP to InternVL, BLINK, and Transfusion.
54:45ENCognitive Revolution "How AI Changes Everything"· Oct 9, 2024PodcastA Few Megabytes of Doom and a Few Gigabytes of Model: Why Runway Bets on GeneralizationHost Nathan LabenzCTO Anastasis Germanidis tells The Cognitive Revolution why video is a fuller record of the world than text, why physics shows up without being programmed in, and how a small lab competes with unlimited compute.
1:03:22ENCognitive Revolution "How AI Changes Everything"· Aug 2, 2024PodcastA 40-person team at $35 million ARR: HeyGen made AI avatars a business, not a demoHost Nathan LabenzJoshua Xu and Benchmark’s Victor Lazarte tell Nathan Labenz how a camera-replacement product grew past 40,000 business customers — and why half the faces on this episode are fake.
1:34:11ENCognitive Revolution "How AI Changes Everything"· Apr 17, 2024PodcastFrom forty hours in a scanner to one: reconstructing what you see from a shared brain spaceHost Nathan LabenzPaul Scotti explains how MindEye2 maps a new person's fMRI into CLIP with an hour of data, and why a linear layer plus better image generators changed the cost of reading minds.
1:21:28ENCognitive Revolution "How AI Changes Everything"· Jan 26, 2024PodcastThe Prompt Is a Bug: Suhail Doshi’s Bet on Control Over PixelsHost Nathan LabenzThe Mixpanel founder tells Nathan Labenz how a cloud browser, a canceled tweet, and a Thursday weight drop shaped Playground AI’s bet on images.
1:17:20ENCognitive Revolution "How AI Changes Everything"· Dec 9, 2023PodcastHume wants well-being in the objective function, measured 53 emotions at a timeHost Nathan LabenzAlan Cowen tells Nathan Labenz how Hume AI reads face, voice, and language, sells custom models at $1.66 an hour, and wants long-horizon well-being to override every other AI goal.
1:30:21ENCognitive Revolution "How AI Changes Everything"· Sep 14, 2023PodcastA Million DALL-E Images, Distilled into Twelve Minutes of FilmHost Nathan LabenzWaymark’s Stephen Parker and Josh Rubin walk through how they turned stills from DALL-E 2 into The Frost, a narrative short, and what the next generation of video models changes.
1:18:18ENCognitive 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.
1:20:55ENCognitive Revolution "How AI Changes Everything"· Mar 24, 2023PodcastA Custom Voice Used to Cost $10,000. Ten Minutes of Audio Now Clones It.Host Nathan LabenzPlay.ht CEO Mahmoud Felfel tells Nathan Labenz how text-to-speech jumped from robotic cloud APIs to director-level voice generation — and why the company is racing to put brakes on abuse.
1:21:20ENCognitive 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.
1:02:57ENCognitive 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.
1:17:31ENCognitive Revolution "How AI Changes Everything"PodcastImage AI Is Still at the GPT-2 Stage: Suhail Doshi on Building a Unified Vision ModelHost Nathan LabenzPlayground AI's founder explains why image generation has barely begun to deliver real utility, and why his team is betting 2024 on editing and a single model that can create, edit and understand pixels.