Notice, Judge, Redesign: Working Through the AI Productivity Dip
Summary
Jisc proposes noticing unproductive interactions, judging what AI can reliably handle, and redesigning workflows. Institutions should allocate learning time; a useful outcome may be recognizing when not to use AI.
Jisc proposes noticing unproductive interactions, judging what AI can reliably handle, and redesigning workflows. Institutions should allocate learning time; a useful outcome may be recognizing when not to use AI.
Sources & reading record
- Jisc Artificial Intelligence team ↗
- Official blog article read. Some Jisc main-site URLs returned 502 during verification; this blog entry was readable. A local link recheck on 7 October 2026 returned HTTP 403; earlier research-reader access succeeded. Access differs by route.