Vision
The hiring test is broken
Traditional coding interviews and behavioral panels were built for a world where the candidate worked alone. That world ended.
May 23, 20268 min read
Acta · Research
The work behind the measurement.
Research, data, and notes on hiring for AI literacy. Grounded in published work, and cited in full.
AI Hiring Statistics
80+ sourced figures on AI adoption, demand for AI skills, and the value of AI literacy.
Newsroom
Announcements and short, data-tied notes on AI and hiring.
Methodology
The research Acta is built on, and how it thinks about measurement.
Vision
Why hiring's broken, and why fixing it starts with what AI changed.
Research
The academic backbone for measuring AI literacy at work.
- Research
AICOS: a framework for measuring AI literacy
AI literacy is not a single number. AICOS, the AI Competency Objective Scale, sets out the sub-competencies that constitute it, and how to measure each one without self-report.
May 19, 20269 min read - Research
Calibrated trust: the number that matters
A high overall AI score with a low calibrated-trust coefficient is the worst kind of hire. Acta reports calibrated trust separately because the radar can hide it.
May 15, 20269 min read
Product
What the numbers mean, and the case for measuring AI collaboration.