2026
14% of AI users reported mental fatigue from excessive AI use or oversight.

Still human. AI is transforming how we think, work and live — and with the right support, humans can thrive in it.
Students. Parents. Older adults. Workers. Clinicians. Creators. AI is now part of life across every age and profession.
Used well, it removes drudgery and frees us to return to connection, creativity and self-actualization. Used without awareness, it can quietly change how we think, work and rest.
We’re here to get ahead of that. Not to slow the revolution down. To make sure the human moves forward with it.
14% of AI users reported mental fatigue from excessive AI use or oversight.
Higher confidence in AI was associated with less critical-thinking activity.
LLM-assisted writers showed the weakest neural connectivity, poorer recall and ownership.
Burnout is a recognised occupational phenomenon.
Sustained chatbot engagement may amplify or reshape psychotic experiences in vulnerable individuals.
Not every finding carries the same weight. We distinguish established evidence, emerging findings and proposed frameworks.
Understand the evidence keyAI can increase visible output while masking changes in the human producing it. The people creating the most AI leverage may also carry the greatest exposure. Exposure — not intelligence — is the key variable.
Is AI doing too much of your thinking?
Can your nervous system switch off after AI?
Is AI reducing your workload — or increasing it?
When AI starts to feel too certain.
AI Hyperarousal Syndrome (AIHS) is a proposed framework by Julia Worrall, RN, exploring how intensive AI engagement may meet the human nervous system. A lens for asking better questions — not a diagnosis.
The five-phase Worrall framework is described in the executive report. Under clinical evaluation; peer-reviewed trial data and refined outcomes are pending.
Learn about AIHSGive your own thinking a head start.
Recall what you know before reaching for an answer.
Keep human judgment in the loop.
Make space for skills that remain yours.
Measure the work it removes, not just the output it adds.
Rest is part of the human system, not a reward for productivity.
Stay connected to people and independent perspectives.
Three minutes. Twenty questions. Four domains.
See which patterns you recognise.
Your experience can help shape a more human future.
Co-founded by Julia Worrall, RN and Tim Moore, AI Engineer.