A scoping review and empirical analysis produce a six-category taxonomy of factors driving AI non-development and abandonment, showing that practical issues like resource limits and organizational dynamics often outweigh ethical concerns in real decisions.
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PersonaFlow generates editable personas from OSS artifacts and integrates them with issue reports, leading most of 13 studied developers to report better user understanding and over half to modify responses with more empathy or adjusted priorities.
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To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems
A scoping review and empirical analysis produce a six-category taxonomy of factors driving AI non-development and abandonment, showing that practical issues like resource limits and organizational dynamics often outweigh ethical concerns in real decisions.
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Putting a Face to the Issue: Fostering User Empathy of Open Source Software Developers With PersonaFlow
PersonaFlow generates editable personas from OSS artifacts and integrates them with issue reports, leading most of 13 studied developers to report better user understanding and over half to modify responses with more empathy or adjusted priorities.