The Cybernetic Teammate: A Field Experiment on Generative AI and Teamwork

Catalog evidence and recorded chart appearances. Inclusion is not an endorsement.

Source snapshot imported 2026-10-20. This is not a live feed. Source and contributions.

Evidence and limits

Finding: Individuals with AI matched teams without AI on average solution quality, while the study's decomposition found that AI improved idea generation and human teams retained an advantage in evaluative selection.

Impact: Watch role-specific collaboration hypotheses. Strengthen stage-specific outcome measurement instead of a single collaboration score.

Boundary: This is a one-day organizational experiment, not evidence of durable teamwork or authority transfer. Next: can repeated-use studies preserve human evaluative selection while testing whether AI-assisted generation remains beneficial over time?

Flags: one workday; innovation-task transfer

Record State: Catalog review recorded; not a performance endorsement

What was reviewed: Structure and relevance screened; not a full evaluation

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Recorded chart appearances

  • 2026-10-13: position 82. Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence
  • 2026-10-12: position 81. Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence