Author

I. Sanusi

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Book Open access Aug 2026

Scaffolded AI-Verification: Assessment Patterns for Resource-Constrained Environments.

The widespread availability of generative tools has weakened a long-standing assumption in computing education: that the production of working code can serve as a proxy for student competence. In resource-constrained settings, these tensions are compounded by intermittent power, high data costs, and emergent institutio...

Kehinde D. Aruleba, Kike Ladipo, I. Sanusi et al. · International Computing Educ... · 0 citations

#natural language process... Preprint Aug 2026

Detecting AI Impostors: How Do Middle Schoolers Identify LLM Agents in a Live Collaborative Setting?

It is found that students'detection accuracy improves over time, driven by a shift from relying on linguistic cues to leveraging shared social and contextual signals.

Dan Schumacher, Pragathi Durga Rajarajan, Haven Kotara et al. · 0 citations