Responsible AI needs an operating system
Google has opened the year by publishing its most detailed account yet of how it puts artificial intelligence principles into practice. The report covers governance reviews, technical tools, education, and work across product teams. Its value is not that Google has found a universal formula. It is that the report makes a less glamorous truth visible: responsible artificial intelligence (AI) is an operating problem.
Principles matter. They tell an organization what it is trying to protect. But principles do not decide whether a particular use should proceed, determine which test is sufficient, or preserve the evidence behind a difficult exception.