Research & Insights

Latest publications and findings from our research team

Closing the Effort Gap
February 17, 2026

Closing the Effort Gap

Generative AI has disrupted the traditional correlation between effort and output quality in education, creating an "Effort Gap". Identical submissions can represent vastly different processes, challenging the validity of traditional grading methods. This article explores the implications of this gap and proposes a solution through verifiable effort tracking.

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