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Iterative Lean Startup principles are so well understood today that an minimum viable product (MVP) is a prerequisite for institutional venture funding, but few startups and investors have extended these principles to their data and AI strategy. They assume that validating their assumptions about data and AI can be done at a future time with people and skills they will recruit later.
We’ve heard many predictions of how robots will take over the monotonous functions of our daily lives, freeing us to work on highly-skilled or creative tasks. But in fact the opposite may be happening: Some of the easiest tasks to automate turn out to be creative ones, and many of the montonous jobs we’d really like to automate are proving very tricky. Art.
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