2 papers
cs.SE2026
The Perfection Paradox: From Architect to Curator in AI-Assisted API Design
Mak Ahmad, Andrew Macvean, JJ Geewax +1
Enterprise API design is often bottlenecked by the tension between rapid feature delivery and the rigorous maintenance of usability standards. We present an industrial case study e…
cs.HC2025
How Adding Metacognitive Requirements in Support of AI Feedback in Practice Exams Transforms Student Learning Behaviors
Mak Ahmad, Prerna Ravi, David Karger +1
Providing personalized, detailed feedback at scale in large undergraduate STEM courses remains a persistent challenge. We present an empirically evaluated practice exam system that…