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Oliver Buchannon
Christine Haskell

What I measure in my work isn’t just outcomes; it’s the quality of questions. Right now, I’m exploring how data, human adaptability, and institutional memory shape leadership decisions. Let’s challenge the shelf-life of skills together, and learn what gets left out as we automate more. What I Do (and Why it Matters) I work in the gap between data and decision-making, guiding leaders and institutions to see the hidden influences beneath their metrics. My Approach I research, teach, write, and consult on craft intelligence and adaptive systems. I invite teams to dwell in ambiguity—to learn from what data can’t quite capture, and to ask better questions before rushing to solutions. Who I Serve Tech innovators, cross-sector organizations, and higher education—anyone wrestling with what it means to measure what matters, and to stay adaptable in uncertainty. Let’s Connect If you want to find out what are you NOT measuring that you wish you could?

The Prototype Trap

Jun 10, 2026

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8 min read

The Prototype Trap

Why AI Governance Failures Often Reflect Institutions That Prefer Scalable Problems Over Solved Ones

Garima Gujral
Christine Haskell
Benjamin Paul Rode
Garima Gujral, +2

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