--- title: "My Transfer Is Pending: How Do You Check AI Cheaply?" date: "2026-10-25T09:00:00+05:30" categories: - talks tags: [] description: "A leadership workshop played a 100-ticket, 10-check bank game and found that verifying AI is a budget: every check (domain knowledge, review rules, model confidence, the answer key, an instruction to the model) needs checking itself, and 'can't' beats 'please don't'." talk_url: "https://talks.s-anand.net/2026-10-25-aipl-2/" --- I conducted a session on Sun, 25 Oct 2026 at [AI Product Leadership (AIPL) 2026, Module 5 Session 2 — LeadUp Universe with E&ICT Academy, IIT Kanpur](https://leadupuniverse.com/) - Online (Zoom). **Speakers**: [Anand S](https://www.s-anand.net/) **Summary**: A leadership workshop played a 100-ticket, 10-check bank game and found that verifying AI is a budget: every check (domain knowledge, review rules, model confidence, the answer key, an instruction to the model) needs checking itself, and 'can't' beats 'please don't'. [Here's the link to the session](https://talks.s-anand.net/2026-10-25-aipl-2/) [![Comic](https://talks.s-anand.net/2026-10-25-aipl-2/comic-page.avif)](https://talks.s-anand.net/2026-10-25-aipl-2/) **Links**: - [Video](https://media.s-anand.net/2026-10-25-aipl-2.webm) - [Transcript](https://talks.s-anand.net/2026-10-25-aipl-2/transcript.md) - [Audio](https://github.com/sanand0/talks/releases/download/talks/2026-10-25-aipl-2.opus) (193 min)