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Overwhelmed Worker with 'Busy' Paperwork Stack

Three AI adoption patterns that look busy but break performance

Fahed Bizzari
13-03-2026

Fahed Bizzari argues most organisations are just drifting into AI use, creating activity without dependable performance. He outlines three common patterns: waiting, rolling tools out, and mandating use, all of which fuel shadow AI: uneven quality and rework. He shows how L&D can build role-based capability, checking habits and accountability. Most organisations are already living with AI at work. People…

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