Table 11 Sept 2026From “Hybrid intelligence needs a boundary between capability and outcome”

Why is hybrid intelligence a descriptive label rather than a validated scientific construct?

Table 1Why is hybrid intelligence a descriptive label rather than a validated scientific construct?

Construct element	Question	Evidence still needed
Agent heterogeneity	Are human and artificial agents contributing different capabilities?	A description of the actual contributions
Complementarity	Does each agent provide something the other does not provide as well in this task?	A task-level comparison
Division of labor	Where is work assigned, combined, or handed off?	A visible workflow
Governance	How are trust, transparency, incentives, and responsibility handled?	Rules and review records
Team outcome	What should improve because the agents work together?	A declared outcome and comparison

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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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APA 7

Isoglu, S. (2026). Why is hybrid intelligence a descriptive label rather than a validated scientific construct? [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-hybrid-intelligence-needs-a-boundary-between-capability-and-outcome-fig01/

BibTeX

@misc{isoglu-2026-hybrid-intelligence-needs-a-boundary-between-capability-and-outcome-fig01,
  author = {Isoglu, Sinan},
  title = {{Why is hybrid intelligence a descriptive label rather than a validated scientific construct?}},
  year = {2026},
  howpublished = {Table 1, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-hybrid-intelligence-needs-a-boundary-between-capability-and-outcome-fig01/},
  note = {From the essay {Hybrid intelligence needs a boundary between capability and outcome}}
}

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  <figcaption>Table 1: Why is hybrid intelligence a descriptive label rather than a validated scientific construct?. Source: Table from this essay. Sources and interpretation are given in the article. <a href="https://isoglu.com/insights/exhibits/isoglu-2026-hybrid-intelligence-needs-a-boundary-between-capability-and-outcome-fig01/">View exhibit</a>.</figcaption>
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