# Bonus Episode — Building Smarter, Not Harder: Using AI to Eliminate Fraud’s Busy Work with Ben Graf Page: https://stenobird.com/podcast/fraud-forward-6896520/bonus-episode-building-smarter-not-harder-using-ai-to-eliminate-fraud-s-busy-work-with-ben-graf Text version: https://stenobird.com/podcast/fraud-forward-6896520/bonus-episode-building-smarter-not-harder-using-ai-to-eliminate-fraud-s-busy-work-with-ben-graf.md Podcast: [Fraud Forward](https://stenobird.com/podcast/fraud-forward-6896520) Published: 2025-12-12T08:00:00+00:00 Episode link: https://www.sardine.ai/media/fraud-forward Audio file: https://episodes.captivate.fm/episode/3dd060ca-bb1a-4f34-8f19-fac1f4c729cd.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/fraud-forward-6896520/episodes/bonus-episode-building-smarter-not-harder-using-ai-to-eliminate-fraud-s-busy-work-with-ben-graf Duration seconds: 1860 ## Resource This is a legacy episode from Banking on Fraudology, originally published on December 12, 2025. In this episode of Fraud Forward (formerly Banking on Fraudology), Hailey Windham talks with Ben Graf, a self-taught AI expert in the neobank space. The conversation dives into what it really looks like to learn AI from the ground up, emphasizing that the future of fraud prevention isn't about replacing people, but empowering them through technology. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/fraud-forward-6896520/episodes/bonus-episode-building-smarter-not-harder-using-ai-to-eliminate-fraud-s-busy-work-with-ben-graf/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/fraud-forward-6896520/bonus-episode-building-smarter-not-harder-using-ai-to-eliminate-fraud-s-busy-work-with-ben-graf.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.