Research Pillar

AI & Future of Work

Examining the displacement risks, productivity gains, and organizational transformations driven by artificial intelligence, machine learning, and automation.

Latest Analysis

Retraining at Scale: Lessons from the IBM Watson Era
AI Analysis8 Min Read
Retraining at Scale: Lessons from the IBM Watson Era

IBM sold Watson Health for a fraction of what it invested — but the company's parallel internal reskilling story offers concrete lessons for the generative AI retraining challenge now unfolding at scale.

Prince S. TokpahJun 16, 2026
The Algorithmic Manager: How AI Is Reshaping Supervision
AI Analysis7 Min Read
The Algorithmic Manager: How AI Is Reshaping Supervision

OECD data shows 42% of EU workers are now affected by algorithmic management — and the technology has moved well beyond gig platforms into mainstream white-collar and public-sector work.

Prince S. TokpahJun 16, 2026
Generative AI in the Public Sector: A Policy Roadmap
AI Analysis9 Min Read
Generative AI in the Public Sector: A Policy Roadmap

Federal generative AI use cases nearly doubled in a year — but accountability, data sovereignty, and neutrality frameworks have not kept pace. A four-part roadmap for responsible integration.

Prince S. TokpahJun 16, 2026

The Workforce Intelligence Dispatch

Weekly analysis on workforce development, economic opportunity, labor market trends, education, artificial intelligence, and the future of work. Delivered every Monday.