Knowledge work will shift from artifact production to artifact verification. I think it’s already happening too. I’ve found that my work is increasingly involving me spending more time and cognitive effort deciphering emails and report drafts that have been made with the assistance of LLMs to make sure they are grounded in reality.
Originally posted on Substack Notes, May 2026.