For research directors and centre leads
Know whether your group has a working AI system
Your students and postdocs already lean on AI for drafts, code, and email. You are accountable for how that shows up in published work, in your data, and in how people are trained. Most directors cannot yet say whether any of it is deliberate.
A working system shows up as direction, capability, workflow, governance, and continuity. Scattered tool use shows up as none of them, spread across people who never compared notes. This scorecard tells you which one you are running, privately, in about four minutes.
- Direction
- Capability
- Workflow
- Governance
- Continuity
Built by Lennart Nacke, tenured HCI professor and founder of ACM CHI PLAY. 300+ peer-reviewed papers, 45,000+ citations, and 180,000+ readers across his research and writing.
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