TLDR Design · OPINIONS & TUTORIALS

SLACK CONTENT DESIGN IN THE AGE OF AI

slack.design8 min read

Summary from the TLDR Design newsletter

Slack's AI-drafted UI copy is almost indistinguishable from human work, and content designers are uniquely equipped to close the trust gap that "almost" opens. When Slackbot appeared to leak private information that was actually hallucinated, the team redesigned the UX to fetch correct data and explain why LLMs hallucinate. Three tenets guide the work: trust is the product, human judgment is irreplaceable, and language is infrastructure for AI agents.