{"podcast":{"title":"The Startup Ideas Podcast","slug":"the-startup-ideas-podcast","podcast_index_feed_id":4458228,"rss_url":"https://rss2.flightcast.com/ordbkg8yojpehffas7vr7qpc.xml","website_url":"https://www.gregisenberg.com/","image_url":"https://assets.flightcast.com/workspaces/vde7jbg9rfhsyiw9o46f9sj8/podcasts/ordbkg8yojpehffas7vr7qpc/t8c97hs8oy7a2xnobsfu5p42.jpg","author":"Greg Isenberg","episode_count":339,"summary":"Get your creative juices flowing with The Startup Ideas Podcast. Published twice a week, we bring you free startup ideas to inspire your next venture. Hosted by Greg Isenberg, CEO of Late Checkout and former advisor to Reddit and TikTok. Subscribe so you don't miss out. For more startup ideas, we created a database of 30+ startup ideas you can take at https://gregisenberg.com/30startupideas","last_synced_at":null,"page_url":"https://stenobird.com/podcast/the-startup-ideas-podcast"},"episode":{"title":"Autoresearch clearly explained (why it matters)","slug":"autoresearch-clearly-explained-why-it-matters","published_at":"2026-03-11T22:00:00+00:00","page_url":"https://stenobird.com/podcast/the-startup-ideas-podcast/autoresearch-clearly-explained-why-it-matters","show_page_url":"https://stenobird.com/podcast/the-startup-ideas-podcast","url":"https://episode.flightcast.com/01KKFBHN8ZY78C9V6KKYMZR3CT.mp3","audio_url":"https://episode.flightcast.com/01KKFBHN8ZY78C9V6KKYMZR3CT.mp3","summary":"I break down Andrej Karpathy's new open-source project, Autoresearch: what it is, how it works, and why some of the smartest people in tech are losing their minds over it. I walk through 10 concrete business ideas you can build on top of Autoresearch loops, from niche agent-in-a-box products to always-on A/B testing agencies. I also cover Karpathy's companion launch, Agent Hub, share community reactions, and show you step by step how to get started using Claude Code and a Colab GPU. I'm hosting a free workshop so you can build your business in the age of AI. Sign up here: https://startup-ideas-pod.link/build-with-ai-2026 Links Mentioned: Autoresearch Github: https://startup-ideas-pod.link/autoresearch Timestamps 00:00 – Intro 00:45 – How Autoresearch Actually Works 02:40 – Visual Walkthrough of the Autoresearch Loop 03:37 – Mental Model: Your Research Bot That Runs While You Sleep 05:26 – Idea 1: Niche Agent-in-a-Box Products 06:48 – Idea 2: A/B Testing for Marketing (Landing Pages & Ads) 08:45 – Idea 3: Research as a Service 09:43 – Idea 4: Power Tool Inside Your Own SaaS 10:49 – Idea 5: Agency That Runs 100× More Tests 12:05 – Idea 6: Auto Quant for Trading Ideas 13:44 – Idea 7: Always-On Lead Qualification & Follow-Up 14:21 – Idea 8: Finance Ops Autopilot for Businesses 15:09 – Idea 9: Internal Productivity Lab for Your Org 15:53 – Idea 10: Done-for-You Research & Due Diligence Shop 16:41 – Non business use cases 18:27 – Karpathy's Agent Hub Announcement 19:50 – How to Get Started with Autoresearch 22:21 – Final Thoughts Key Points Autoresearch is an open-source AI agent that sets a goal, runs experiments in a loop on a GPU, keeps the winners, and discards the rest — all while you sleep. You need an NVIDIA GPU to run it (tested on H100), but you can rent one cheaply…","meta_description":"I break down Andrej Karpathy's new open-source project, Autoresearch: what it is, how it works, and why some of the smartest people in tech are losing the…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1461,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-startup-ideas-podcast/episodes/autoresearch-clearly-explained-why-it-matters/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-startup-ideas-podcast/autoresearch-clearly-explained-why-it-matters.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}