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...