{"generated_at": "2026-07-14T03:18:31.759291Z", "slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "name": "Y Combinator Startup Podcast", "episode_count": 9, "avg_signal": 75.9, "median_signal": 79.4, "top_signal": 91.3, "latest_episode_at": "2026-07-09T20:25:45Z", "earliest_episode_at": "2026-05-08T14:42:40Z", "category_mode": "ai", "cover_image_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/23401959/23401959-1783628700235-0ae5042268b8c.jpg", "rank_score": 166.322, "episodes": [{"episode_id": "ep_y_combinator_startup_podcast_3a2fdf2f8a10", "episode_title": "How To Better Understand Your Users", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-07-09T20:25:45Z", "overall_score": 73.4, "score_breakdown": {"clarity": 81.2, "originality": 50.8, "hype_penalty": 2.4, "actionability": 91.0, "technical_depth": 61.0, "information_density": 75.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/23401959/23401959-1783628700235-0ae5042268b8c.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-To-Better-Understand-Your-Users-e3lsjos", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/122621148/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-9%2F427673015-44100-2-d7db7520dd49d.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-To-Better-Understand-Your-Users-e3lsjos", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of users, user, product, including: In my last video, I talked about cohort retention curves and how you can use those to separate groups of users and track what they do over time throughout using your products.", "summary": "One of the biggest mistakes I see founders make is relying on aggregate user metrics instead of understanding how any individual users use their product. In my last video, I talked about cohort retention curves and how you can use those to separate groups of users and track what they do over time throughout using your products."}, {"episode_id": "ep_y_combinator_startup_podcast_ee1b468e77bb", "episode_title": "Why Domain Experts Are Winning In The Age Of AI", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-06-19T15:00:00Z", "overall_score": 89.1, "score_breakdown": {"clarity": 80.3, "originality": 60.3, "hype_penalty": 3.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/23401959/23401959-1715188660604-894894aeaa81c.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/Why-Domain-Experts-Are-Winning-In-The-Age-Of-AI-e3l08ia", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/121692170/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-19%2F426428445-44100-2-cc6fbd2bc5962.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/Why-Domain-Experts-Are-Winning-In-The-Age-Of-AI-e3l08ia", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of like, know, it's, including: And I think this is where folks with experience, folks that have spent a decade plus in this industry, they know how to create something like this because they can leverage the mod.", "summary": "You need to have a certain amount of expertise to know what to do with this boundless intelligence that's imbued in the model. And I think this is where folks with experience, folks that have spent a decade plus in this industry, they know how to create something like this because they can leverage the model's underlying capability to create something that's just world-class."}, {"episode_id": "ep_y_combinator_startup_podcast_e0a0f7ef414c", "episode_title": "How To Pick A Startup Idea", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-06-17T15:48:19Z", "overall_score": 82.1, "score_breakdown": {"clarity": 63.2, "originality": 51.2, "hype_penalty": 1.2, "actionability": 91.0, "technical_depth": 91.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/23401959/23401959-1781711066324-c1a706ae1ad4c.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-To-Pick-A-Startup-Idea-e3ktvca", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/121617226/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-17%2F426327051-44100-2-d0987302df15f.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-To-Pick-A-Startup-Idea-e3ktvca", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of idea, actually, you're, including: I often meet founders who have lots of ideas about what to work on and can't decide between them.", "summary": "Hi, I'm John and I'm a partner at YC. I often meet founders who have lots of ideas about what to work on and can't decide between them."}, {"episode_id": "ep_y_combinator_startup_podcast_3e795dd32951", "episode_title": "\"The CEO Must Be the Chief AI Officer\"", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-06-10T15:27:11Z", "overall_score": 81.2, "score_breakdown": {"clarity": 56.3, "originality": 59.7, "hype_penalty": 6.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/23401959/23401959-1781104838868-cad8a0375b5b5.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/The-CEO-Must-Be-the-Chief-AI-Officer-e3kju57", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/121288295/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-10%2F425886734-44100-2-da292e1c6d619.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/The-CEO-Must-Be-the-Chief-AI-Officer-e3kju57", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of like, think, know, including: And just like start there.", "summary": "You wake up, whatever problem you have in your life, why can't you solve it with AI?. And just like start there."}, {"episode_id": "ep_y_combinator_startup_podcast_d5e4dfd343fd", "episode_title": "How to Build an AI-Native Services Company", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-06-03T16:00:00Z", "overall_score": 91.3, "score_breakdown": {"clarity": 73.1, "originality": 63.6, "hype_penalty": 0.0, "actionability": 100.0, "technical_depth": 100.0, "information_density": 100.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/23401959/23401959-1715188660604-894894aeaa81c.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-to-Build-an-AI-Native-Services-Company-e3k8dj5", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/120910885/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-2%2F425382042-44100-2-c297bc5c34c0a.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-to-Build-an-AI-Native-Services-Company-e3k8dj5", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of product, you're, these, including: They'll be services companies like insurance carriers and law firms, rebuilt from scratch with AI doing most of the work.", "summary": "Some of the biggest companies of the next decade won't be software businesses at all. They'll be services companies like insurance carriers and law firms, rebuilt from scratch with AI doing most of the work."}, {"episode_id": "ep_y_combinator_startup_podcast_4b57302117aa", "episode_title": "How To Build Superintelligence Inside Your Company", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-05-27T15:00:00Z", "overall_score": 79.4, "score_breakdown": {"clarity": 75.0, "originality": 92.0, "hype_penalty": 5.0, "actionability": 65.0, "technical_depth": 88.0, "information_density": 82.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/23401959/23401959-1715188660604-894894aeaa81c.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-To-Build-Superintelligence-Inside-Your-Company-e3jur1o", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/120596984/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-27%2F424962817-44100-2-669c81bab6e9.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-To-Build-Superintelligence-Inside-Your-Company-e3jur1o", "verdict": "must_listen", "why_listen": "Discover how to architect internal AI systems that amplify organizational intelligence by combining real-time data access, skill registries, and context engineering.", "summary": "Building superintelligence inside a company involves creating AI agents that can access internal data and tools, effectively connecting organizational knowledge in a way akin to brain-to-brain linkage. YC has developed internal AI agents\u2014like those with read-only SQL access\u2014that augment human capabilities by enabling just-in-time software and collective intelligence. The key is not just technical infrastructure but context engineering, where processes like pitch refinement and meeting analysis become upgradable skills in a company-wide agent system."}, {"episode_id": "ep_y_combinator_startup_podcast_82ac093a9cc0", "episode_title": "How The Best Companies Defend Against Mediocrity And Rot", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-05-25T16:15:11Z", "overall_score": 69.4, "score_breakdown": {"clarity": 92.0, "originality": 0.0, "hype_penalty": 2.0, "actionability": 85.0, "technical_depth": 85.0, "information_density": 75.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/23401959/23401959-1779725262469-a0ede84ed0cf1.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-The-Best-Companies-Defend-Against-Mediocrity-And-Rot-e3jsegp", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/120518617/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-25%2F424857770-44100-2-13252d234815c.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/How-The-Best-Companies-Defend-Against-Mediocrity-And-Rot-e3jsegp", "verdict": "must_listen", "why_listen": "You'll learn how to structurally protect a company\u2019s mission from investor pressure and governance rot using legal, financial, and cultural tools that favor long-term value over short-term gains.", "summary": "The episode argues that 'best practices' in corporate governance\u2014like independent boards and shareholder primacy\u2014actively erode company mission and enable mediocrity. It presents evidence that founder-controlled, mission-driven companies with structures like dual-class shares and public benefit corporations (PBCs) outlive and outperform traditional firms. The framework 'Ethos + Integrity = Incorruptible' is offered as a defense against institutional decay, especially in AI companies facing external pressure."}, {"episode_id": "ep_y_combinator_startup_podcast_fa9d691ab877", "episode_title": "Paul Graham: Should you move to Silicon Valley?", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-05-13T16:29:19Z", "overall_score": 52.5, "score_breakdown": {"clarity": 59.3, "originality": 46.4, "hype_penalty": 6.0, "actionability": 59.0, "technical_depth": 46.0, "information_density": 61.8}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/23401959/23401959-1715188660604-894894aeaa81c.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/Paul-Graham-Should-you-move-to-Silicon-Valley-e3jalm2", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/119936130/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-13%2F424080697-44100-2-94feb70f6501b.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/Paul-Graham-Should-you-move-to-Silicon-Valley-e3jalm2", "verdict": "worth_your_time", "why_listen": "It goes beyond the title with direct discussion of valley, it's, silicon, including: The first one is about you.", "summary": "I'm going to talk about two questions today that many of you have probably wondered about. Should you go to Silicon Valley?."}, {"episode_id": "ep_y_combinator_startup_podcast_747707b8f99d", "episode_title": "Tokenmaxxing: How Top Builders Use AI To Do The Work Of 400 Engineers", "podcast_name": "Y Combinator Startup Podcast", "podcast_slug": "y_combinator_startup_podcast", "source_id": "src_y_combinator_startup_podcast", "category": "ai", "publish_date": "2026-05-08T14:42:40Z", "overall_score": 64.8, "score_breakdown": {"clarity": 75.0, "originality": 94.0, "hype_penalty": 5.0, "actionability": 60.0, "technical_depth": 42.0, "information_density": 58.0}, "podcast_cover_url": "https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/23401959/23401959-1778251297848-37109b64c72b3.jpg", "source_link": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/Tokenmaxxing-How-Top-Builders-Use-AI-To-Do-The-Work-Of-400-Engineers-e3j2r9s", "audio_url": "https://anchor.fm/s/8c1524bc/podcast/play/119679740/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-8%2F423738858-44100-2-3788947d1a18f.mp3", "listen_url": "https://podcasters.spotify.com/pod/show/ycombinator/episodes/Tokenmaxxing-How-Top-Builders-Use-AI-To-Do-The-Work-Of-400-Engineers-e3j2r9s", "verdict": "must_listen", "why_listen": "Learn how to build a fully autonomous AI engineering team that can ship products in hours, not years, using token maxxing and agentic workflows.", "summary": "Gary Tan demonstrates how leveraging AI agents in a system he calls GStack enables a single builder to achieve output equivalent to hundreds of engineers by automating research, coding, testing, and design. He emphasizes 'token maxxing'\u2014spending heavily on compute tokens to maximize productivity\u2014as a strategic lever for founders with deep technical taste. The framework relies on agentic workflows, meta-prompting, and full-stack AI autonomy, reducing development cycles from years to hours."}], "category_breakdown": [{"category": "ai", "count": 9}]}