Tag: capability verification
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When Answers Become Abundant, Learning Evidence Must Change
Generative AI can improve assisted performance while concealing weaker learning. SIGNAL 004 examines how visible thinking, calibrated assistance, feedback and application under changed conditions can strengthen evidence of learner capability.
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AI And The Collapse Of Assessment Assumptions
AI is destabilising the assumptions that have long connected assessment artefacts, authorship, capability evidence, and credential trust. This Signal Intelligence briefing explores why tertiary education may need to move from artefact verification toward stronger capability verification.
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AI, Assessment, and the Growing Capability Trust Problem
Generative AI didn’t suddenly break assessment systems. It exposed fragile assumptions around evidence, authorship, and capability trust already present in tertiary education.