How Google plans to make AI less mysterious

Andrew Moore leads Google Cloud's AI division.The transcript below has been edited for clarity and length:One of the things which drives us crazy at Google is we often build really accurate machine learning models, but we have to understand why they're doing what they're doing. And in many of the large systems we built for our smartphones or for our search-ranking systems, or question-answering systems, we've internally worked hard to understand what's going on.

This is really important, isn't it from a confidence point of view? If we're going to trust not just our businesses, but our lives to artificial intelligence algorithms, it's no good if, when things go wrong, we can't work out why. With the new Explainable AI tools we're able to help data scientists do strong diagnoses of what's going on. But we have not got to the point where there's a full explanation of what's happening. For example, many of the questions about whether one thing is causing something or correlated with something - those are closer to philosophical questions than things that we can purely use technology for.

Switching tack. Before you took on this role you did AI work for the US Department of Defense. And you joined soon after Google pulled out of a tie-up with the Pentagon to label drone footage -That was before my time. So I'm not going to comment on that specific decision.

Source: Tech Daily Report (techdailyreport.net)

When will these companies face up to the fact that AI can never fulfil the promises they make. There can never be an artificial substitute for human memory. Never will achieve originality, art, poetry, beauty, qualitative judgment without human prompting (programming).

Stop doctoring videos to show Tory leader more favourably please. I lost all trust in you Bbc.

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