Questions tagged [ethical-ai]

Most advanced supervised learning techniques are non-deterministic by construction. The final output of the model usually depends on some random parts of the learning process. (Random weight initialization for Neural Networks or variable selection /…

I'm confused about the difference between "ethics" and "bias" when those concepts are discussed in the context of Machine Learning (ML). In my understanding, ethical issue in ML is pretty much exactly the same thing as "bias": say, the model…

In our organization, we are currently in the phase of building up team, skills to automate and implement AI based solutions. So, we are very early in this AI journey. Right now, we are also working on identifying some of the problems that we face in…

Sorry if this is the wrong SE, but in my mind it made the most sense to ask this here. My question is related to specifically collecting information about a target demographic, not individuals which is obviously unethical. For example, say that…