In this talk, Guy Claxton warns against the scientism and epistemic injustice of “The Science of Learning” and proposes something very much aligned with our notions of collaborative niche construction, toolbelt theory, collaboration, and iteration. These contribute to what Claxton calls “epistemic apprenticeship”.