The ethics of algorithms: Mapping the debate is a hugely
important discussion for the #AI community. Often, outcomes generated by AI,
machine learning, data mining, or statistics are unacceptable in many
communities.
Some of the major issues are #Inscrutable evidence:
discoverability of the connection between data and the model results;
#Misguided evidence – conclusions cannot be of higher quality than the data;
Unfair outcomes – interpretation of outcomes generated from data can be
selectively discriminatory; Transformative effects – algorithms might
#reontologise the environment by triggering new behaviors that might become a
new norm.
Unfortunately, many problems are a mix of technical, legal,
ethical, to name only a few. A solution will have to be a collective effort of
technologists, philosophers, decision-makers, politicians, etc.
#aiethics #ai #machineintelligence #aisafety #ethics #profiling #legalai #algorithms
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