Are you letting the machines decide your metrics?
AI can default to measuring whatever is easiest to find and simplest for another system to score, regardless of intent. Time for some human oversight, says Robert Vilkelis. ...
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Master AI-enabled operations: identify persistent bottlenecks, unite ops/data/IT in one hub, and design human-centered AI systems...
Continue readingOctober 15, 2026 • by Robert Vilkelis in AI • 3 min read
AI can default to measuring whatever is easiest to find and simplest for another system to score, regardless of intent. Time for some human oversight, says Robert Vilkelis. ...
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The role of the chief sustainability officer (CSO) has moved from the margins to the center of corporate strategy. Here are seven ways to harness AI to embed sustainability and drive growth....
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Turn AI into your thought-leadership partner: four key practices to sustain flow, align ideas, and boost strategic clarity....
June 16, 2026 • by Robert Vilkelis in AI • 3 min read
AI can make existing organizational norms harder to see by “flattening” them. Here’s how to stop it producing a more homogenous culture, instead of a more inclusive one....
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