In order for our industry to start being accountable, I think we should follow four steps with the systems we are building:
Make it Predictable - What is the purpose? Have you stated your intent of how you will make use of that purpose?
Make it Explainable - Is it clear that you are achieving that intent? Can the user ascertain why a result happened?
Make it Secure - Is the stated purpose stable? Have you tested it with some shock tests for corruptibility?
Make it Transparent - Have you hit publish or made this information auditable?