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deltax

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Do AI assistants reduce cognitive load — or accumulate cognitive debt?

AI assistants are increasingly embedded in daily workflows:
coding, writing, reasoning, decision support.

They clearly reduce local cognitive effort.

But an open question remains:
do they also accumulate a form of delayed cognitive cost?

This work proposes a formal, non-narrative framework to model
the trade-off between immediate effort reduction and long-term
dependency effects, referred to here as “cognitive debt”.

The focus is strictly structural:
decision transfer, reversibility, control retention,
and long-term cognitive autonomy.

No ethics essay. No hype.
A model meant to be inspected, challenged, or discarded.

Full framework:
https://osf.io/ub5f4
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