# Race Banditing, AI Coaching Apps, If Downhill Races are PRs, and Other Grey Areas of Running Culture Page: https://stenobird.com/podcast/tread-lightly-running-podcast-6090880/race-banditing-ai-coaching-apps-if-downhill-races-are-prs-and-other-grey-areas-of-running-culture Text version: https://stenobird.com/podcast/tread-lightly-running-podcast-6090880/race-banditing-ai-coaching-apps-if-downhill-races-are-prs-and-other-grey-areas-of-running-culture.md Podcast: [Tread Lightly Running Podcast](https://stenobird.com/podcast/tread-lightly-running-podcast-6090880) Published: 2026-05-09T06:00:00+00:00 Episode link: https://podcasters.spotify.com/pod/show/tread-lightly-podca/episodes/Race-Banditing--AI-Coaching-Apps--If-Downhill-Races-are-PRs--and-Other-Grey-Areas-of-Running-Culture-e3j28mu Audio file: https://anchor.fm/s/da84ca30/podcast/play/119660702/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-7%2Fa7fbeda1-60c0-8aee-a1bd-29112b11f2a6.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/tread-lightly-running-podcast-6090880/episodes/race-banditing-ai-coaching-apps-if-downhill-races-are-prs-and-other-grey-areas-of-running-culture Duration seconds: 2589 ## Resource Is bib-sharing wrong? Should downhill races count as a PR? Are AI running apps the future of the sport, or setting up runners for injury? In this episode, we have a nuanced discussion on many of the gray areas of sportsmanship and running culture. ✨ Title Nine: Comfortable sports bras that actually fit, from a women-owned company. Use code RUNTOTHEFINISH for free shipping at https://runtothefinish.com/title-nine/ ✨ Tailwind : Complete sport nutrition made simple, including hydration mixes, high-carb sport drinks, endurance fuel, and recovery mixes. Use code TREADLIGHTLY20 at https://tailwindnutrition.com/TREADLIGHTLY for 20% off your first purpose. In this episode, you’ll hear our takes on: ✅ Bib sharing and banditing ✅ AI coaching apps ✅ What counts as a PR? ✅ Running races while injured ✅ The ever-changing Boston Qualifying standards Tread Lightly Running is hosted and researched by Amanda Brooks and Laura Norris, MSc. Production, show notes, and graphics by Laura Norris. Let’s stay connected: ➡️ Tread Lightly Running Podcast on Instagram: https://www.instagram.com/treadlightlyrunning/ ➡️ Laura Norris Running on Instagram: https://www.instagram.com/lauranorrisrunning/ ➡️ Subscribe for weekly evidence-based newsletters, straight to your inbox, on https://lauranorrisrunning.substack.com/ ➡️ Run to the Finish on Instagram: https://www.instagram.com/runtothefinish/?hl=en ➡️ Thousands of running gear reviews and training guides: https://runtothefinish.com/ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/tread-lightly-running-podcast-6090880/episodes/race-banditing-ai-coaching-apps-if-downhill-races-are-prs-and-other-grey-areas-of-running-culture/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/tread-lightly-running-podcast-6090880/race-banditing-ai-coaching-apps-if-downhill-races-are-prs-and-other-grey-areas-of-running-culture.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.