arXiv cs.AIPaper
When AI performs, what remains? An integrative review of generative AI and cognitive capital in individuals and organizations
The question is real but the framing matters: productivity gains and capability loss can happen simultaneously, and most organizations are tracking only the former. If you're building tools that embed domain expertise or institutional knowledge, this research signals a growing market for solutions that preserve human judgment rather than replace it. For enterprises deploying AI widely, treating cognitive capital as a depletable resource changes how you staff and train teams.