
Reinventing Feedback Culture

Collaborated with AI to create a new Feedback Framework
Challenge
The problem was that both leaders and associates were unhappy with the feedback methods being taught and used. I’ve heard this for years in 1:1 and cohort discussions.
My goal was to develop a feedback method that was clear, easy to use, and facilitated open conversation while aligning with our cultural transformation.
AI Collaboration
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I asked Manus (an AI tool that excels in performing deep research) to research common feedback methods with pros and cons of each. I received a 25+ page report with links to over a dozen original sources.
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I collaborated with NotebookLM to distill that massive report into key points and insights.
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This gave me a great idea for a new way to frame and deliver feedback that supported the coaching and mentoring intent we were practicing in our leadership cohorts.
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ChatGPT helped me refine my idea for a custom feedback method, tailored to our culture and leadership style.
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Both ChatGPT and Claude were asked to play devil’s advocate and poke holes in my new framework.
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Claude helped me put the finishing touch on a new workshop and short paper on why this new method can be effective.
Result
I introduced the framework in my leadership cohorts. Leaders who tested the new framework reported much happier direct reports and more productive conversations.
Takeaway
Once I clarified the problem and my goal, AI amplified my ability to create an innovative solution. Initial tests show this method aligns with our culture, is transforming behavior in a positive manner, and is building relationships.