{"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":"AI Vibe Check: The Actual Bottleneck In Research, SSI’s Mystique, & Spicy 2026 Predictions","slug":"ai-vibe-check-the-actual-bottleneck-in-research-ssi-s-mystique-spicy-2026-predictions","published_at":"2025-12-18T16:57:44+00:00","page_url":"https://stenobird.com/podcast/unsupervised-learning-with-jacob-effron-6041643/ai-vibe-check-the-actual-bottleneck-in-research-ssi-s-mystique-spicy-2026-predictions","show_page_url":"https://stenobird.com/podcast/unsupervised-learning-with-jacob-effron-6041643","url":"https://unsupervised-learning.simplecast.com/episodes/ai-vibe-check-the-actual-bottleneck-in-research-ssis-mystique-spicy-2026-predictions-OsWTj5OH","audio_url":"https://cdn.simplecast.com/audio/2c08ad29-5b79-42c0-a40a-6c1af4327f2f/episodes/62a361aa-5980-4a95-a00f-2868d388477f/audio/299ff012-46a2-4bf2-a04a-22e0553ab7f7/default_tc.mp3?aid=rss_feed&feed=dOSE_bdP","summary":"Ari Morcos and Rob Toews return for their spiciest conversation yet. Fresh from NeurIPS, they debate whether models are truly plateauing or if we're just myopically focused on LLMs while breakthroughs happen in other modalities. They reveal why infinite capital at labs may actually constrain innovation, explain the narrow \"Goldilocks zone\" where RL actually works, and argue why U.S. chip restrictions may have backfired catastrophically—accelerating China's path to self-sufficiency by a decade. The conversation covers OpenAI's code red moment and structural vulnerabilities, the mystique surrounding SSI and Ilya's \"two words,\" and why the real bottleneck in AI research is compute, not ideas. The episode closes with bold 2026 predictions: Rob forecasts Sam Altman won't be OpenAI's CEO by year-end, while Ari gives 50%+ odds a Chinese open-source model will be the world's best at least once next year.","meta_description":"Ari Morcos and Rob Toews return for their spiciest conversation yet. Fresh from NeurIPS, they debate whether models are truly plateauing or if we're just…","key_points":[],"chapters":[],"topics":[],"duration_seconds":4684,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/unsupervised-learning-with-jacob-effron-6041643/episodes/ai-vibe-check-the-actual-bottleneck-in-research-ssi-s-mystique-spicy-2026-predictions/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/ai-vibe-check-the-actual-bottleneck-in-research-ssi-s-mystique-spicy-2026-predictions.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}