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AI is Breaking Time-Based Pay. Here's What the Evidence Says Comes Next.
AI lets people finish work in a fraction of the time, but instead of being rewarded, research shows they're hiding it. From BCG's productivity trials to law firms quietly billing by outcome instead of the hour, this piece unpacks new evidence on concealed productivity, performative busyness, and why outcome-based pricing and reduced-hours models are becoming the credible alternative.

Madi Hanc, PhD
Sep 19 min read


Why hybrid work autonomy is the secret to 21st-century productivity
The modern workplace is no longer defined by four walls and a nine-to-five clock, and yet, it is also constrained by a visible ‘hybrid tug-of-war’. On one side, we see a growing wave of ‘return-to-office’ mandates as boards of directors look to reclaim a pre-pandemic status quo. On the other, we have an emboldened workforce that views flexibility not as a perk, but as a prerequisite for employment. For the high-level leader, the dilemma is often framed as a binary choice: pre

Madi Hanc, PhD
Apr 29 min read
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