Definition
Responsibility shifting away from the human deployer when a failure is narrated as the AI's mistake, driven by how the system is named rather than by what it does.
What is at stake
One manipulated variable, 1,261 managers. The AI-employee framing cut personal accountability by 9 points and error detection by 18 percent, and adoption intent did not rise at all. Naming is a governance decision.
Where the word came from
- The responsibility gapMatthias, 2004
- Blurred accountabilityKropp et al., 2026, the first causal evidence under it
How episcope came to it
Kropp's AI-agent naming experiment, 2026.
What to watch for
BCG-authored, and named as such here for the same reason AI brain fry is.
Papers and articles behind it
Kropp, M., Bedard, J., et al. (May 2026). Research: Why You Shouldn’t Treat AI Agents Like Employees. Harvard Business Review.
Matthias, A. (2004). The responsibility gap: Ascribing responsibility for the actions of learning automata. Ethics and Information Technology, 6(3), 175-183.