Y Combinator’s AI Startup School: Highlights and Observations

I was thrilled to attend Y Combinator’s 2026 AI Startup School. The event attracted AI builders and aspiring founders who came to hear speakers including Sam Altman (OpenAI), Jensen Huang (NVIDIA), Boris Cherny (Claude Code, Anthropic), Alexandr Wang (Meta) and Max Hodak (Neuralink, Science Corp).

Here are a few of my highlights and observations:

• There Has Never Been a Better Time To Start a Startup. This sentiment was repeated by multiple speakers including Jensen Huang, Sam Altman and Garry Tan.
  • Rationale: (1) AI, as a transformative technology, reduces the advantage of entrenched incumbents, and (2) a single founder or small group, powered by AI agents, can accomplish more than ever. I thought they made a persuasive case.
• Sky’s the Limit on Demand for Compute. In 2019, OpenAI’s heaviest user consumed 100,000 tokens a month. Today, in 2026, OpenAI’s average global user consumes 100,000 tokens a month. OpenAI’s heaviest internal user in 2026 consumes 100 billion tokens per month.
• Favorite Quote: “You’re the man who controls the spice.” Garry Tan, introducing Jensen Huang.
• Death of Manual Coding? In a survey of the audience of coders, 50% plus said they almost entirely use agents to code, rather than manual coding.
• No Single Tool Dominates. In my informal interactions, no specific AI agent or tool dominates for coding: People use and shift between Claude Code, Cursor, ChatGPT, Perplexity and others.
• Resilience and Continual Learning. These were the traits and orientations multiple speakers said were key to their own success, and critical for founders.
• Impact on Jobs & Employment. Multiple speakers downplayed negative scenarios for employment and jobs. Candidly, to me, these comments felt a little bit like PR talking points.
• Saturation of Certain Business Ideas. This is my personal observation: Literally 1 of 4 people I spoke with described working on a “secure sandbox for AI” or some variation. If I were a founder or investor, I would be concerned with over-saturation of certain trending areas of work.
• Critique: Beware Survivor Bias. My leading critique on this conference is the risk of “Survivor Bias” — where we derive lessons learned only from those who “made it,” and neglect the experience and lessons learned of those who tried but did not succeed.
• Founders, Entrepreneurs: Consider Applying to YC Startup School. The Midwest is under-represented at Y Combinator, which presents an opportunity. I hope early-stage founders and entrepreneurs will consider applying to YC’s Startup School, which provides $500,000 of seed investment plus, more significantly, access to an unrivaled network.