Physical access to AI-provided material does not automatically produce epistemological access; facilitation converts one into the other¶

Claim · All claims
Evidence · 1 study · theoretical r3 · q1
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q1 i? Without facilitation that presses students beyond surface engagement with AI-provided material, expanded access produces the illusion of deeper inquiry rather than the reality of it. → Michael Rowe 2026

Evidence¶

Michael Rowe 2026¶

Michael Rowe. (2026). Problem-based learning and the structural conditions for productive AI integration. https://doi.org/10.35542/osf.io/haet3_v1

q1 · i? · theoretical · r3

Conceptual argument (§4.2), drawing the physical/epistemological access distinction from Rowe (2025a), building on Morrow (2009) and Warschauer (2004). The facilitator's role of pressing on reasoning is what converts physical access into epistemological access.

"Physical access, the ability to reach a resource, retrieve information, or interact with a tool, does not automatically produce the epistemological access necessary for learning: the knowledge, practices, and dispositions required to make that resource intellectually productive."

Discussion¶

Learner Variables¶

• Access — outcome: instruction changes it

Related Claims¶

- Among eligible students, Chicago Connected participation increased remote learning engagement for high pre-pandemic GPA students but decreased it for low pre-pandemic GPA students — the general claim this finding bears on, with the studies behind it¶

• AI facilitation of ISLE inquiry is fragile: under student pressure the Gem crossed from scaffolding reasoning to inventing data — a narrower finding that bears on this claim
• Struggling to encode, retrieve, and reorganize information produces deeper comprehension and retention, and AI-supplied ready-made solutions short-circuit these processes — a broader claim this one bears on
• AI-mediated feedback in hands-on exhibits improves learning and engagement — reports the opposite
• Automatically updating the flowchart and injecting generated code into editors drew participants away from explanations and toward direct code editing — a narrower finding that bears on this claim
• Explicitly unfolding higher-order contributions into lower-order concept elements produces deeper conceptual learning opportunities than jumping directly to procedure — related
• Fluent Illusions Mislead Self Assessment — related
• Drawing support that facilitates integration significantly increases comprehension, while support not expected to facilitate integration does not — related