Every's 'frontier team' model: a crew whose job is keeping up with AI

every · x · 2026-10-24

Every details its "frontier team" model: a small crew whose full-time job is testing each new model, figuring out what it means for products and workflows, and turning useful experiments into articles, products, and tools while the rest of the company stays on the roadmap. Dan Shipper calls running it for a few months "kind of transformative."

This week's podcast features enterprise AI adoption head Natalia Quintero interviewing team members. Also in the issue: getting an AI-built prototype working once is only the beginning — real work means deciding code structure, libraries, deployment, and maintenance; a code-review skill for non-coders; and using AI to address a cybersecurity incident.

Related event: Every's frontier team tracks every new AI model for product wins(2 posts)→

Original post →

More from AGI Musings

AGI Musings channel →