Ai Agents And Computer UseAgent Use

Claude Cowork as continual learning via screenshare

March 30, 2026Kyle Samani

Kyle Samani claims Claude Cowork screenshare plus continual learning could drive rapid capability gains because users effectively teach the model their jobs at scale.

The two remaining inputs for AGI fast take off:
1) continual learning
2) Claude cowork screenshare
Millions of Claude users literally teaching the model how to do their job
Game. Set. Match
Kyle Samani
trainingcoworkclaudeclaude cowork

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