Do we need to be able to show our work?
By: Matthew Stublefield Published on: 12/09/2025We use systems we can't explain constantly - GPS, medical tests, even our smartphones. But with AI-generated work, we're assuming there's real expertise behind it, and I'm increasingly uncomfortable with that assumption.
How To Recognize and Recover from Burnout
By: Matthew Stublefield Published on: 12/09/2025Watch the recording of this 45-minute livestream on the 3 hidden signs of burnout, how to recover from it individually, and how to make systemic changes in your workplace to bring restoration and prevent team members from burning out in the future.
What does the Harvard AI study really say?
By: Matthew Stublefield Published on: 12/09/2025After reading through the August 2025 paper by Hosseini and Lichtinger, I livestreamed my commentary and analysis. Watch the video and/or download my annotated copy of the paper "Generative AI as Seniority-Biased Technological Change."
Why Technical Experts Struggle as Leaders (And What 500+ Professionals Revealed About Fixing It)
By: Matthew Stublefield Published on: 09/09/2025News Product Alliance research reveals why technical experts struggle in leadership roles and what organizations with mature product teams achieve compared to those without systematic development.
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