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Field Notes

Long-form thinking on compensation architecture, job design, and the future of skills-based organizations.

April 27, 2026

AI Is Only as Good as Its Data

A thought from TomTom Fest: does a great model with messy data beat a good model with clean data? And what does the answer mean for compensation benchmarking?

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