Table 21 Sept 2026From “Hybrid intelligence needs a boundary between capability and outcome”

Why is ongoing operational governance an intrinsic component of hybrid capability claims?

Table 2Why is ongoing operational governance an intrinsic component of hybrid capability claims?

Prompt	Why it belongs in the construct boundary
What can the person inspect?	Transparency determines whether the machine contribution is challengeable
What can the person override?	Control determines whether human judgement remains meaningful
Who owns the decision?	Accountability prevents the machine label from becoming a responsibility gap
What is rewarded?	Incentives can change whether disagreement and correction are possible

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Source: Table from this essay. Sources and interpretation are given in the article.

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From the essay

From the research bench

Hybrid intelligence needs a boundary between capability and outcome

Hybrid intelligence names complementary human and machine capability, not proof of better performance: define the construct before measuring the outcome.

1 Sept 2026

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Isoglu, S. (2026). Why is ongoing operational governance an intrinsic component of hybrid capability claims? [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-hybrid-intelligence-needs-a-boundary-between-capability-and-outcome-fig03/

BibTeX

@misc{isoglu-2026-hybrid-intelligence-needs-a-boundary-between-capability-and-outcome-fig03,
  author = {Isoglu, Sinan},
  title = {{Why is ongoing operational governance an intrinsic component of hybrid capability claims?}},
  year = {2026},
  howpublished = {Table 2, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-hybrid-intelligence-needs-a-boundary-between-capability-and-outcome-fig03/},
  note = {From the essay {Hybrid intelligence needs a boundary between capability and outcome}}
}

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