{"podcast":{"title":"Unsupervised Learning with Jacob Effron","slug":"unsupervised-learning-with-jacob-effron-6041643","podcast_index_feed_id":6041643,"rss_url":"https://feeds.simplecast.com/dOSE_bdP","website_url":"https://unsupervised-learning.simplecast.com","image_url":"https://image.simplecastcdn.com/images/ff0dbf2f-5711-4964-9172-807c39ca4824/be7895b2-4fcc-4f70-9864-584710596b1d/3000x3000/redpoint-unsupervised-learning-logo.jpg?aid=rss_feed","author":"Redpoint Ventures","episode_count":98,"summary":"We probe the sharpest minds in AI in search for the truth about what’s real today, what will be real in the future and what it all means for businesses and the world. If you’re a builder, researcher or investor navigating the AI world, this podcast will help you deconstruct and understand the most important breakthroughs and see a clearer picture of reality. Follow this show and consider enabling notifications to stay up to date on our latest episodes. Unsupervised Learning is a podcast by Redpoint Ventures, an early-stage venture capital fund that has invested in companies like Snowflake, Stripe, and Mistral. Hosted by Redpoint investor Jacob Effron alongside Patrick Chase, Jordan Segall and Erica Brescia.","last_synced_at":"2026-07-10T00:20:35.953212+00:00","page_url":"https://stenobird.com/podcast/unsupervised-learning-with-jacob-effron-6041643"},"episode":{"title":"Ep 89: AI Research Legend’s Honest Assessment of Where We Are","slug":"ep-89-ai-research-legend-s-honest-assessment-of-where-we-are","published_at":"2026-06-03T12:50:11+00:00","page_url":"https://stenobird.com/podcast/unsupervised-learning-with-jacob-effron-6041643/ep-89-ai-research-legend-s-honest-assessment-of-where-we-are","show_page_url":"https://stenobird.com/podcast/unsupervised-learning-with-jacob-effron-6041643","url":"https://unsupervised-learning.simplecast.com/episodes/ep-89-ai-research-legends-honest-assessment-of-where-we-are-3Qm7Jv8G","audio_url":"https://cdn.simplecast.com/media/audio/transcoded/b3414ac6-61c8-4752-8722-491e1457c3bf/2c08ad29-5b79-42c0-a40a-6c1af4327f2f/episodes/audio/group/98ba3d90-17b3-480f-8e27-649edf1f188e/group-item/7a6c6941-22de-4556-94af-f0300b36b071/128_default_tc.mp3?aid=rss_feed&feed=dOSE_bdP","summary":"This episode with Lukasz Kaiser, co-author of the seminal \"Attention Is All You Need\" transformer paper and former researcher at both Google Brain and OpenAI, is a wide-ranging conversation about the fundamental limits of current AI architectures and whether transformers will continue to dominate or eventually give way to something new. Lukasz brings a rare dual perspective: deep belief in how far the current paradigm has taken us (he's an enthusiastic daily Codex user who's seen 10x productivity gains in his own research), while maintaining genuine intellectual humility about whether transformers can truly generalize the way humans do. The episode weaves together questions about data efficiency, the non-verifiable RL frontier, the coding agent revolution, the open vs. closed source gap, and what the next architectural leap might look like: all filtered through the lens of someone who helped build the foundation the entire field is standing on.","meta_description":"This episode with Lukasz Kaiser, co-author of the seminal \"Attention Is All You Need\" transformer paper and former researcher at both Google Brain and Ope…","key_points":[],"chapters":[],"topics":[],"duration_seconds":4413,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/unsupervised-learning-with-jacob-effron-6041643/episodes/ep-89-ai-research-legend-s-honest-assessment-of-where-we-are/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/unsupervised-learning-with-jacob-effron-6041643/ep-89-ai-research-legend-s-honest-assessment-of-where-we-are.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}