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Six key "bias smells" can help practitioners recognize and mitigate fairness debt in AI software development before it leads to societal harm.
Software engineers are increasingly dependent on LLMs, risking overreliance that could undermine traditional practices like peer consultation and documentation.
GenAI can streamline systematic literature reviews, but without human oversight, it risks compromising rigor and reliability.
Turns out, almost half of AI assistant queries in software development are unnecessary, suggesting a huge opportunity to reduce energy consumption through smarter usage patterns.
