top of page


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
6 min read


How to accelerate AI adoption: offering free AI and data science papers at university
Artificial intelligence is no longer a future concept. It is already reshaping healthcare, business, law, engineering, education, and government. Countries around the world are trying to accelerate AI adoption because the productivity gains and economic growth potential are enormous. Yet, despite this urgency, the pipeline of professionals actively using AI in their daily work remains small.
AI is often treated as something for computer scientists or data specialists. In m
6 min read


Innovative funding options for digital government: agile finance for digital transformation
Digital government is no longer optional. It is core infrastructure. From digital ID and payments to cloud platforms and AI-enabled services, governments must invest in modern systems to deliver better public services, reduce costs, and support economic growth.
Yet traditional public budgeting models were not designed for fast-moving technology. Annual budget cycles, rigid line items, and risk-averse procurement often slow down digital transformation. As a result, many gover
7 min read
bottom of page







