Digital Transformation

AI, Digital Transformation, Innovation

A Tufts Neuroscientist Used Machine Learning to Solve a 100-Year Mystery

In 2021, a Tufts neuroscientist named Erik Hoel proposed that dreams exist to keep the brain from overfitting to everyday life — exactly the way dropout prevents overfitting in AI. The hypothesis explains why senior leaders, calibrated against decades of same-industry inputs, gradually lose the ability to lead through change. The fix — what I call “executive dropout” — is the most important leadership discipline of the next decade.

AI, Digital Transformation, Executive Coaching

A Viral Reel Says Microsoft “Banned” AI

A clickbait Reel is going viral claiming Microsoft banned engineers from using AI because AI costs more than humans. Almost every part of that framing is wrong. The actual story — about token-based pricing creating a new enterprise cost class that finance teams aren’t prepared for — is harder, more important, and the most useful lesson available to any leader running an AI program in 2026.

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