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Machine learning didn’t disappear — it embedded itself. These seven competencies define what marketers must architect, govern and measure for 2026.

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I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.

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If you use consumer AI systems, you have likely experienced something like AI "brain fog": You are well into a conversation ...