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R0007/2026-03-19/C011/H1

Research R0007 — AI Made Everyone Faster
Run 2026-03-19
Claim C011
Hypothesis H1

Statement

Same leveling pattern as Brynjolfsson study

Status

Current: Supported

Supporting Evidence

Evidence Summary
SRC01-E01 Primary evidence from research

Contradicting Evidence

Evidence Summary
None

Reasoning

Confirmed with nuance. Noy and Zhang (2023, Science) studied 453 (some sources say 444) college-educated professionals and found ChatGPT reduced time by 40% and improved quality by 18%. The key finding was inequality compression: low-ability workers benefited most. However, some analyses showed grade gains were roughly flat across skill levels, complicating the 'leveling' narrative.

Relationship to Other Hypotheses

H1 is the primary supported hypothesis.