# Ep40: Behaviours Over Labels: Writing Role Definitions AI Can Follow

Page: https://stenobird.com/podcast/a-i-in-football-6622013/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow
Text version: https://stenobird.com/podcast/a-i-in-football-6622013/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow.md
Podcast: [A.I. In Football](https://stenobird.com/podcast/a-i-in-football-6622013)
Published: 2025-12-26T08:00:00+00:00
Episode link: https://atc.captivate.fm/episode/ep40-
Audio file: https://episodes.captivate.fm/episode/96e6bd8a-98be-47b9-b6ca-5b8c2abb3bb9.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow
Duration seconds: 1894

## Resource

Join the Free Kickstart Challenge Summary In this episode of the Football Insights Academy podcast, hosts Tom Butterfield and David Bromley discuss various themes surrounding football recruitment, particularly focusing on the importance of role definitions and behaviours over labels. They explore how clear role definitions can enhance recruitment processes, reduce noise in discussions, and improve the effectiveness of AI tools in scouting. The conversation also touches on personal topics, such as Christmas dinner traditions, creating a warm and engaging atmosphere. Takeaways The importance of clear role definitions in recruitment. Labels can create confusion and recruitment errors. Behavioral traits should be prioritized over vague labels. AI tools can enhance recruitment if used correctly. Understanding trade-offs is crucial in recruitment discussions. Availability is a key factor in player recruitment. Christmas dinner traditions can vary widely among families. Effective communication reduces noise in recruitment meetings. Behavior-based role definitions can help align recruitment teams. The podcast aims to provide insights into football recruitment processes. We hope you had a fantastic and very Merry Christmas!! Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/a-i-in-football-6622013/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow.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.