In many cases, there are cultural issues (within an industry) about the application of algorithms to make crucial decisions. Whilst interpretability of systems would increase the buy in, there are also key issues with the quality of data, and the infrastructure to collect high quality data.
It is worth nothing that the barriers here seem to not be technical, so it is unclear how much of an impact technical research would have here.
Perhaps this model was proposed for certain domains? Maybe ones in which laws restrict applications, like driverless cars?
It doesn’t seem to me plausible for all domains (for example, it doesn’t seem to me plausible for language models and quantitative trading).
Perhaps this model was proposed for certain domains? Maybe ones in which laws restrict applications, like driverless cars?
It doesn’t seem to me plausible for all domains (for example, it doesn’t seem to me plausible for language models and quantitative trading).