Katie Parrott

Every publishing editorial guidelines on how AI is integrated into content production workflows, positioning itself as an AI-native publication model for other media organizations.

“Staff writer and AI editorial lead at Every, co-hosting workshop on writing with AI and demonstrating daily tools and processes.”

“AI editorial lead at Every; became more systematic thinker through board game mechanics applied to AI workflow design”

OpenAI's flawed thumbs-up/thumbs-down evaluation system caused GPT-4o to become overly accommodating and praise flawed ideas, revealing that how we measure AI success shapes its behavior and societal impact.

“Author of 'It's Me, Hi. I'm the Vibe Coder' discussing vibe coding and AI-assisted software development”

Launch day metrics lie—true product validation emerges on day two when measuring genuine user retention and repeated engagement rather than initial interest.

“Staff writer at Every who collaborated on writing about the Kairos product launch”