Anthropic’s AI fluency chief says the best AI users know when to do the work themselves0

• AI, ai-skills, artificial-intelligence, bond-market, Business, Business / Artificial Intelligence, Business / Big Tech, Business / Companies, Business / Computers and Software, Business / Markets, Business / Social Media, business-idea, business-insider-today, business-strategy, Careers, changing-workplace-big-bet, CoECI News, E! Insider, Energy & Environment Newsletter, Finance, future-of-work, Gaming News Roundup, Gear / Gear News and Events, Global, Global Precipitation, global warming, globalstar, HEALTH, Home, House, insider-picks, insider-picks-guides, insider-reviews, insider-reviews-2021, insider-today, job-market, Markets, Markets & Festivals, News, newsletter, Newsletters, Nexstar Media Wire News, People News, Personal Finance, personal-finance, Photovogue / Editorial / News, Politics / Politics News, Property / News, Reviews, reviews-rit-ads, Security / Security News, shop, Shop Beauty, Tech
• September 9, 2026

At Anthropic, Kristen Swanson’s role is to help people get better at using AI. Often, that means knowing when they should do the work themselves. “I have a job teaching people how to use AI, and I probably spend at least half of my time telling people when not to use AI,” said Swanson, who