Clarity How can companies mitigate the negative impacts of employees' overreliance on AI use?
Jan 27, 2026
Dr. Cornelia Walther, a senior fellow researching pro-social AI and hybrid intelligence with humanitarian and academic experience, urges pairing AI fluency with human literacy. She discusses agency decay, cognitive debt, the need for double literacy, the 4T framework (tailored, trained, tested, targeted), and reframing governance to protect human dignity and societal well-being.
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Agency Decay From Cognitive Offloading
- Over-reliance on AI causes agency decay by letting people stop practicing cognitive effort and critical thinking.
- Cornelia Walther warns that we may be one step from reliance and eventual addiction if we don't act.
Difficulty Imagining Work Without AI
- Many people now cannot imagine writing an email or report without AI doing the first draft for them.
- Walther shares her experience of writing books to show how effort reveals and sharpens one's own thinking.
Hybrid Intelligence Requires Double Literacy
- Hybrid intelligence pairs AI fluency with human literacy to harness complementarity rather than replace humans.
- Walther argues double literacy requires both algorithmic skills and deep human self-understanding.