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The AI-IARA framework: How to cultivate human agency before artificial intelligence optimizes it a(ny)way

Llewellyn E. van Zyl

Journal of Positive Psychology2026https://doi.org/10.1080/17439760.2026.2632939article
AJG 1
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0.50

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https://doi.org/https://doi.org/10.1080/17439760.2026.2632939

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@article{llewellyn2026,
  title        = {{The AI-IARA framework: How to cultivate human agency before artificial intelligence optimizes it a(ny)way}},
  author       = {Llewellyn E. van Zyl},
  journal      = {Journal of Positive Psychology},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1080/17439760.2026.2632939},
}

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The AI-IARA framework: How to cultivate human agency before artificial intelligence optimizes it a(ny)way

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Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

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