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Choosing Compliance Solutions through Stakeholder Preferences

Compliance to relevant laws is increasingly recognized as a critical, but also expensive, quality for software requirements. Laws contain elements such as conditions and derogations that generate a space of possible compliance alternatives. During requirements engineering, an analyst has to select one of these compliance alternatives and ensure that the requirements specification she is putting…

Opaque, Complex, Biased, and Unpredictable AI

Opaque, Complex, Biased, and Unpredictable AI

Opacity, complexity, bias, and unpredictability are key negative nonfunctional requirements to address when designing AI systems. Negative means that if you have a design that reduces opacity, for example, relative to another design, the former is preferred, all else being equal. The first thing is to understand what each term refers to in general, that…

AI for the sake of AI :-) L’art pour l’art

AI for the sake of AI :-) L’art pour l’art

Just like l’art pour l’art, or art for the sake of art was the bohemian creed in the 19th century, it looks like there’s an “AI for the sake of AI” creed now when building general-purpose AI systems based on Large Language Models.  Let’s say that the aim for a sustainable business are happy, paying,…