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Research2026-08-29 · source-backed
Proprietary data covering nearly 4,000 back-office employees across 15 functional areas over eight months of 2025. Senior employees use genAI more sophisticatedly, consistent with domain expertise complementing the tool, and sophistication peaks in Strategy, Digital Innovation and Project Management. The result nobody budgeting AI enablement wants: no improvement over time, and no lasting improvement after formal AI training. (arXiv)
Each link below shares sources, entities, or timing with this story.
Same source domain / Shared topic / Downstream implication
Reported by the same outlet (arxiv.org); overlapping topics (doesn, training); traces where this leads (which means).
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (data, over); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (data, doesn); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (data, training); pushes against this story (but).
Shared entity: Proprietary / Earlier coverage / Tension
Both cover Proprietary; earlier Proprietary coverage from 2026-08-20; pushes against this story (but).
Both cover Proprietary; earlier Proprietary coverage from 2026-05-21; pushes against this story (vs).
Same source domain / Shared topic
Reported by the same outlet (arxiv.org); overlapping topics (data, doesn).
Reported by the same outlet (arxiv.org); overlapping topics (consistent, doesn).