August 23, 2026
Colophon Is Live, and Case Studies Are Open
The Colophon extension is now on the Chrome Web Store, and we're taking on real classroom case studies for the coming semester.
Research & Insights
Latest publications and findings from our research team
August 15, 2026
The TWFF Working Paper Is Live on SSRN
The preprint behind TWFF, the open format Colophon exports, is now available on SSRN. A short update on what it argues and where to read it.
April 06, 2026
What EU AI Act Article 50 Actually Requires
A technical analysis of the requirements of Article 50 of the EU AI Act, focusing on the obligation for machine-readable marking of AI-generated content and the compliance gap most organisations currently have.
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.
March 15, 2025
What Educators Need to Know about LLMs
An explanation of how AI like ChatGPT functions and why this makes AI detectors unreliable in classrooms.