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Hours, Not Barrels

12 pages · 13 cited sources

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What this paper finds

  • Five statistics commonly used to size an AI business case failed verification and are published here as refuted — including a widely-quoted “28 weeks to productivity” figure that appears nowhere in the report it is attributed to.
  • Measured gains are real: 40% less time on writing tasks, 26% more developer tasks completed, 15% more support issues resolved per hour.
  • But the effect reverses with expertise. Experienced developers were measured 19% slower with AI while believing they were 20% faster.