Reports
Research papers and interactive analyses
Same Tool, Opposite Outcomes
AI compresses coordination costs inside organizations. Whether that lifts everyone or concentrates power depends on choices most organizations aren't consciously making.
Open reportHow Current Is the Data Behind AI-Exposure Scores?
AI-exposure measures are built on O*NET occupational content, and O*NET does not update on a single clock. Task statements, survey-based ratings, and analyst-rated abilities each move on their own schedule. The repository also documents the full agent-assisted research workflow behind the paper.
AI Diffusion in Scientific Research
Interactive analysis of AI adoption patterns across 320,000+ arXiv papers. Explore how generative AI is reshaping scientific discourse and research practices.
Open reportStructural Vulnerability in AI Career Pathways
Interactive visualization of how AI reshapes career mobility networks. Explore vulnerability patterns across 15,759 roles and 20 sectors.
Open report