Peyman Shahidi
Ph.D. Candidate
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Working Papers
Chaining Tasks, Redefining Work: A Theory of AI Automation
January 12, 2026
- John Horton | Associate Professor, MIT Sloan School of Management
- Peyman Shahidi | Ph.D. Candidate
Brendan Lucier | Microsoft Research
Nicole Immorlica | Yale University, Microsoft Research
Mert Demirer | MIT
This paper develops a model that predicts that (1) AI-executed steps co-occur in chains, (2) dispersion of AI-exposed steps lowers AI execution at the job level, and (3) adjacency to AI-executed steps increases the likelihood that a step is AI-executed.