Author

Danilo Monteiro Ribeiro

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Jul 2026

A Preliminary Study on the Impact of AI in the Creativity and Collaboration in Software Teams

Key findings include: AI broadens developers' creative repertoires but may narrow independent ideation; developers increasingly consult AI instead of colleagues, weakening peer learning and mentoring; and teams are developing emerging triadic collaboration patterns in which developers, colleagues, and AI reason togethe...

Danilo Monteiro Ribeiro, Kiev Gama, Victoria Jackson · arXiv.org · 0 citations

Review Jul 2026

Verification-Conditioned Use: A Qualitative Study on How Generative AI Reshapes Learning, Autonomy, and Market Entry for Junior Software Developers

What makes AI use sustainable, from participants'own point of view, is not the tool itself but the individual practice of reviewing before accepting, refusing to use AI without understanding it, asking the tool for explanations, and keeping deliberate practice outside of AI-assisted work.

Pedro Henrique Andriotte, Danilo Monteiro Ribeiro · arXiv.org · 0 citations