GarethManning

Generate tiered sentence frames for academic tasks that scaffold language production across proficiency levels.

Generate a cascading hint sequence for a problem type, revealing progressively without giving answers.

Map control, influence, and concern after systems analysis.

Generate scaffolds that gradually increase student choice, voice, and ownership within a learning task.

Generate scaffolds that gradually increase student choice, voice, and ownership within a learning task.

After any AI-generated explanation, require the learner to identify one place it could be wrong, one thing to check, and one source to…

Design a Funhouse Mirror activity where students use their own domain expertise to detect AI distortions, omissions, and overconfidence.

Audit and redesign AI-generated feedback for pedagogical quality, timing, and learning impact.

Design a fact-checking protocol for AI-generated text, extending SIFT with AI-specific adaptations for hallucination detection.

Map which elements of an assignment benefit from AI assistance vs. which AI use undermines.

Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine…

Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine…