Session
AI Adoption - Measure the middle, not the frontier
When a company rolls out AI tooling, the metric everyone reaches for is how much more the best people can now do. It is the wrong metric. Your vanguard was always going to run. They would have found the tools without you. Measuring them tells you how fast your fastest can go, which is a number that flatters you and predicts nothing.
The metric that matters is whether your cautious middle is moving.
Ian Pender
Lead Principal Engineer at Flagstone Group
London, United Kingdom
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