Research

• Ethics and AI Startups

  James Bessen, Stephen Michael Impink, Lydia Reichensperger, and Robert Seamans
  
  Results from TPRI's 2021 AI Ethics survey shed light on how startups approach the uncertain landscape of ethics and Artificial Intelligence. Read More →

• Patents and Price Fixing by Serial Colluders

  William E. Kovacic, Robert C. Marshall, and Michael J. Meurer
  
  New research arguing for new policies to address serial collusion in various industries, including guidance to antitrust enforcers about how to better understand and combat serial collusion facilitated by patents. Read More →

• From Productivity to Firm Growth

  James Bessen and Erich Denk
  
  New research finding that firm size, productivity dispersion, and large firm investments in intangibles can account for much of the decline in the response to productivity since 2000, and that industry concentration is directly related to aggregate productivity growth. Read More →

• Firm Differences: Skill Sorting and Software

  James Bessen, Erich Denk, and Chen Meng
  
  New research explaining the role of proprietary software investment in the rise in skill sorting and wage inequality. Read More →

• Occupational, Industry, and Geographic Exposure to Artificial Intelligence: A Novel Dataset and Its Potential Uses

  Edward Felten, Manav Raj, and Robert Seamans
  
  Introducing a novel dataset for analyzing AI's impact on workers, firms, and markets. Read More →

Commentary

• Unlocking Frontier Technology: The Policy Challenge of the Digital Economy

  James Bessen writing for The Innovation Frontier Project at the Progressive Policy Institute on policy implications of large-scale IT investment leading to declining competition and increasing inequality.