Author: Yujia Gao

  • AI development today is primarily driven by financial incentives rather than social responsibility. Competing for funding, market dominance, and regulatory approval, companies prioritize getting high performance numbers, sometimes even gaming the system by tweaking evaluation criteria to maximize reported accuracy. This results in a culture where AI success is measured by marketability rather than functionality.… <Read More>

  • Liberatory AI evaluation facilitates the creation of more just, effective, and community-centered technology by shifting the power of assessment into the hands of those most impacted by these systems. <Read More>