New from Society & AI, Open Education Week 2026:
Domi Smithson, Research Support Librarian & Open Research Champion at Sheffield Hallam, examines what transparency requires when researchers rely on AI black boxes.
AI literacy, equity in knowledge production, and the hidden work of keeping research honest.
Open access:
https://societyandai.org/insights/critical-thinking-equity-both-ends-ai-model/

Critical Thinking for Equity on Both Ends of the AI Model
A Research Support Librarian and Open Research Champion at Sheffield Hallam University examines what transparency, equity, and responsible practice really require when black-box AI systems become routine in academic research.

