AI Productivity Evidence Splits Between Structured Gains and Real-Work Limits

Evidence continues to show strong performance and potential savings on bounded accounting, research, software, and other structured workflows, while broader workplace evaluations remain weak on complex tasks. The near-term pattern favors augmentation and selective automation; bullish visions of tiny AI-enabled firms and reduced middle management remain plausible but unproven.