On November 4, Addy Osmani—an engineer on Anthropic's Claude Code team and a former Google technical executive—published a lengthy post on X titled "How to Maintain Critical Thinking When AI Agents Complete the Work." The article warns that as AI agents grow increasingly powerful, humans, while enjoying gains in efficiency, may gradually lose their ability to think independently, verify results, and understand complex systems. Osmani calls this phenomenon "cognitive surrender."