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Applied AI·November 5, 2026·1 min read

AI promised big productivity benefits, but workers aren't happy with what they've seen so far

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Individual workers are quietly banking AI productivity gains instead of sharing workflows, which means organizations are undercounting impact and overestimating coordination. If you don’t formalize AI patterns into documented processes and shared tooling, you’ll get pockets of heroics instead of systemic lift.