"These big trends are not that hard to spot (they get talked and written about a lot), but they can be strangely hard for large organizations to embrace. We’re in the middle of an obvious one right now: machine learning and artificial intelligence."
"Another example: market research and customer surveys can become proxies for customers – something that’s especially dangerous when you’re inventing and designing products.
'Fifty-five percent of beta testers report being satisfied with this feature. That is up from 47% in the first survey.' That’s hard to interpret and could unintentionally mislead."
What about ML as a proxy for customers?