marking.ai
Founder, Marking.ai

Jamie Rood

Edtech founder. Focused on AI assisted assessment, marking and feedback. Dedicated to helping teachers and school leaders understand how the use of AI can reduce workload and improve student outcomes.

Four-question framework for evaluating AI marking accuracy: relevance, benchmark, measurement and outcome.
Assessment

Can AI mark accurately? A framework for evaluating AI marking

There is no single meaningful percentage that answers whether AI can mark accurately. A credible answer depends on the assessment being marked, the benchmark used, the way agreement is measured, and the decision the school is actually trying to make.

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