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Visualizing bias in datasets and models.
  • Dr. Ingrid Falk-Weller
  • June 3, 2026
  • (0)
  • Research Practice

The Dataset Encodes Whoever Collected It

I spent three months in my late twenties debugging a distributed scheduler, only to realize the entire system was failing because of a single, overlooked edge case in the timestamp logic. It wasn’t a grand mathematical error; it was just…

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Developers discussing pair programming tradeoffs.
  • Dr. Ingrid Falk-Weller
  • June 2, 2026
  • (0)
  • Software Engineering

Two People, One Keyboard, and Half the Rework

I spent three years in academia watching people write exhaustive, theoretical papers on developer productivity, only to see those same “best practices” fall apart the moment they hit a real-world production environment. One of the most persistent delusions I see…

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