{"podcast":{"title":"A.I. In Football","slug":"a-i-in-football-6622013","podcast_index_feed_id":6622013,"rss_url":"https://feeds.captivate.fm/atc/","website_url":"https://elevatehcw.kit.com/49a42d011b","image_url":"https://artwork.captivate.fm/31790e8b-cacc-460c-9874-014683e11da8/AI-In-Football-Podcast-Art-Work-1-2.jpg","author":"Tom Butterfield & David Bromley","episode_count":162,"summary":"AI in Football: Recruitment Decisions, Done Properly is a practical podcast about how football clubs make better recruitment decisions in an AI world — without the hype. We don’t chase novelty tools. We focus on the thinking and structure that makes any tool useful: clear role briefs, behaviours over labels, constraints and trade-offs, repeatable shortlisting, and decision review that actually improves the process. Each episode gives you something you can use: - Role Definition Templates (behaviour-based, not position labels) - Question sets that lead to better shortlists - Meeting Structures that stop recruitment becoming a persuasion contest - Simple Ways to Stress-Test Decisions (“what would make this wrong?”) - How AI Fits Safely: drafting, checking, standardising outputs — never replacing judgement If you work in recruitment, scouting, analysis, coaching, or you’re aiming to, this show is for you. Clarity First. Tools Second.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/a-i-in-football-6622013"},"episode":{"title":"Ep40: Behaviours Over Labels: Writing Role Definitions AI Can Follow","slug":"ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow","published_at":"2025-12-26T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow","show_page_url":"https://stenobird.com/podcast/a-i-in-football-6622013","url":"https://atc.captivate.fm/episode/ep40-","audio_url":"https://episodes.captivate.fm/episode/96e6bd8a-98be-47b9-b6ca-5b8c2abb3bb9.mp3","summary":"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","meta_description":"Join the Free Kickstart Challenge Summary In this episode of the Football Insights Academy podcast, hosts Tom Butterfield and David Bromley discuss variou…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1894,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep40-behaviours-over-labels-writing-role-definitions-ai-can-follow.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}