Rethinking Productivity Systems

Recent reading reinforces low-maintenance systems built around trusted retrieval, visible next actions, environmental design, flexible re-entry, and routines adapted to real constraints. Systems should be evaluated by sustainable effectiveness rather than activity metrics; AI may reduce friction but can also increase output pressure and reduce human slack. Brief weekly planning may help some people, but evidence and percentage claims should remain cautious.