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Digital Responsibility Goal #05

Once data has been collected, it must be processed with the aim or trustworthiness. This is true for simple algorithms as well as for more complex systems up to autonomously acting systems.

DRG Guiding Criteria

DRG#5.1 Algorithms, their application, and the datasets they are used or trained on are designed to provide a maximum of fairness and inclusion.
DRG#5.2 The individual and overall societal impact of algorithms is regularly reviewed and the review documented. Depending on the results, proportional corrective measures must be taken.
DRG#5.3 Outputs of algorithmic processing are comprehensible and explainable. Where possible outputs should be reproducible.
DRG#5.4 AI systems must be robust and designed to withstand subtle attempts to manipulate data or algorithms.
DRG#5.5 AI systems must be designed and implemented in such a way that independent control of their mode of action is possible.
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