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AI adoption and the bell curve: why the “average” is disappearing and how to cross the chasm
The bell curve has shaped how we think about performance for decades. In education, it explains why most students score near the average, with only a few at the top and bottom. In the workforce, it underpins performance rankings where a small group are “superstars,” most are steady contributors, and a few struggle.
Today, that same bell curve is playing out in AI adoption.
But something unusual is happening. The middle of the curve is under pressure. AI is not just anot
Feb 226 min read


How Will AI Change Government Agency Communications?
Government agencies today face a tough challenge: the public expects fast, clear, and transparent information at a time when teams are shrinking and resources are tight. As expectations rise, agencies must respond with accuracy, speed, and consistency across many communication channels. This pressure grows even stronger as policy environments shift and communities demand higher levels of trust, accountability, and respect.
At the same time, AI-driven communications tools a
Dec 7, 20255 min read
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