AI productivity gains are 10%, not 10x
Summary
The article reports preliminary results from a longitudinal study on AI impact in engineering, showing AI usage rising ~65% but pull-request throughput up only ~10%. It challenges hype of 2–3x gains, attributes modest improvements to bottlenecks outside coding, and notes ongoing research to identify how leaders can maximize value.