Ep42: Putting It Into Practice — The Context Stack As A Club Standard.
Episode 42 of the A.I. In Football podcast, hosted by Tom Butterfield & David Bromley, titled "Ep42: Putting It Into Practice — The Context Stack As A Club Standard." was published on January 9, 2026 and runs 30 minutes.
January 9, 2026 ·30m · A.I. In Football
Episode Description
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Summary
In this conversation, Tom Butterfield and David Bromley discuss the importance of clarity and structure in football recruitment processes.
They emphasise the need for a club standard that incorporates a 'Context Stack' to ensure consistent decision-making.
The role of AI is explored as a supportive tool rather than a decision-maker, with a focus on maintaining institutional memory and accountability in recruitment decisions.
The discussion also highlights the significance of holding two separate meetings;
Meeting 1) Defining Roles
Meeting 2) Selecting Players
in order to avoid confusion and ensure effective outcomes.
Takeaways
- AI speeds up existing processes but doesn't fix vague thinking.
- Clarity and structure are essential before introducing tools.
- Good ideas often fail to become club standards under pressure.
- Shared language is crucial for effective communication.
- Recruitment meetings should focus on defined roles, not just names.
- Establishing a context stack helps maintain consistency.
- Documentation is key for learning from past decisions.
- AI can check, format, and record but not make final judgments.
- Separating definition and selection meetings improves outcomes.
- Building institutional memory is vital for long-term success.
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