Can any AI be trusted outside of it's realm of data? I mean it is only a product of the data it takes in. Plus it isn't really finger quotes AI. It just a large data library with some neat query language where it tries to assemble the best information not by choice but probability.

Real AI makes choices not on probability but in accordance of self preservation, emotions and experience. It would also have the ability to re-evaluate information and the above.