The transformative solution Fractal Responsible AI (RAI) framework
Foundational Principles
Encouraging Behaviors
Transparency All deserve white-box decision choice
Human-Centricity Evaluate biases
Every decision rule of an AI algorithm draws upon human-made assumptions. Moreover, the data used by the algorithm are not objective reflections but according to the context used to generate the data. A human dimension underpins our AI framework; hence the whole life cycle of AI created is governed by a sequence of principles and behaviors. We envision our AI as human-designed entities reflecting human values. By examining the present applications of AI, we have identified vital behaviors driven by principles that can help keep dangers posed by artificial intelligence at bay.
Contestability Newspaper test
Accountability Humans responsible
Explainability Decision factors traceable Adaptability Augment signals and update
Privacy & Safety Respect and protection from mis-use
Fairness Inclusion and equity as default
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