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AI and the work we do

What will people still contribute as AI improves?

TideProof editorial guide · Reviewed 2026-09-14

People contribute context, responsibility, relationships, practical judgment, and knowledge of what matters in a particular situation. The mix will differ by role. It is more useful to examine those contributions in your work than to make a permanent list of abilities AI could never affect.

Think about a recent situation where knowing the people, the environment, or the consequences changed your decision. Write down what you noticed and why it mattered. That example can help you explain your value and identify where AI could support, rather than substitute for, your contribution.

Further reading

  • Generative AI and Jobs: A Refined Global Index of Occupational Exposure

    International Labour Organization · 2025

    Context and limits

    How AI may affect tasks within jobs, and why exposure to AI is not the same as a job disappearing.

    A global study of occupational exposure. It does not predict your personal job prospects, list vacancies or measure US layoffs.

    Sources explain the background. Examples and suggested next steps are TideProof's own guidance.

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