From Copilot to Colleague: The APCP Ladder for Agentic Learning
TL;DR for operators The useful part of the APCP framework is not that it gives AI another grand title. We already have enough of those. Its value is that it separates four very different product promises that are often mashed together under “AI learning assistant”: an AI that executes commands, an AI that nudges, an AI that shares cognitive work, and an AI that behaves like a peer collaborator.1 ...