AI Analysis11 Min Read
Generative AI in the Public Sector: A Policy RoadmapHow government agencies can responsibly integrate LLMs while maintaining accountability, data sovereignty, and public trust.
Prince Tokpah• Oct 6, 2024
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
AI Analysis9 Min Read
The Algorithmic Manager: How AI is Reshaping SupervisionFrom scheduling algorithms to performance monitoring, examining the rise of automated management and its effects on worker autonomy.
Prince Tokpah• Sep 30, 2024
AI Analysis12 Min Read
Retraining at Scale: Lessons from the IBM Watson EraWhat past waves of technological disruption teach us about preparing workers for the generative AI transition.
Prince Tokpah• Sep 16, 2024
AI Analysis10 Min Read
AI and the Future of Creative WorkAssessing the impact of generative tools on design, writing, and media professions, and the new skills that will define success.
Prince Tokpah• Sep 2, 2024
Research Framework
Displacement vs. Augmentation
Distinguishing between jobs that AI will eliminate and those it will transform, with sector-specific analysis.
Productivity & Wage Effects
Measuring how AI adoption correlates with output gains, wage shifts, and inequality across occupational categories.
Governance & Standards
Tracking the evolution of AI regulation, industry standards, and workplace safety guidelines.