Monolithic single-prompt LLM architectures hinder responsible educational deployment by collapsing distinct pedagogical functions¶

Claim · All claims
Evidence · 1 study · theoretical r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2029: tool and model accuracy changes quickly

Subclaims¶

q2 i? When a single hidden prompt governs all interactions, heterogeneous pedagogical, normative, and safety-related functions are collapsed into one undifferentiated control mechanism, making behavior opaque and difficult to oversee. → Gabelmann 2026

Evidence¶

Gabelmann 2026¶

Gabelmann, J., Jahn, F., Baum, K., van Rossum, S., Wuenscher, E., Gros, T. P., Wolf, V. (2026). Modularizing Educational LLM-Agency for Fostering Responsible Learning Assistance. https://arxiv.org/abs/2605.30187 doi:10.48550/arxiv.2605.30187

q2 · i? · theoretical · r2

Theoretical argument in Section 2.3 about monolithic architectures: the authors argue that a single hidden prompt governing all interactions collapses heterogeneous functions into one control mechanism, making the system's behavior 'opaque and difficult to oversee and govern in practice'. This is an architectural argument, not an empirical test.

"This makes it difficult to isolate which assumptions guide system behavior in specific contexts, to adjust them in a targeted manner, or to justify them with respect to distinct educational goals."

Discussion¶

Related Claims¶

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