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Demographic factors shape OSS contributors' project preferences, revealing distinct needs between newcomers and seasoned practitioners that could transform onboarding strategies.
Students developing AI systems face significant hurdles in architectural design, revealing a critical gap in current AI education.
Claude 3 beats GPT-4 in generating high-quality BDD scenarios as judged by humans, even though GPT-4 scores higher on traditional text similarity metrics.
OSS contributors care more about team communication quality (responsiveness, tone, clarity) than technical attributes when choosing projects, and these preferences shift depending on whether they're motivated by reputation or networking.
