Blog
Perspective

The Real AI Advantage Is Collective

New data shows AI-heavy firms are pulling ahead. But the real benefits come when teams use AI together, not just individually.

Aug 13, 2026
#
min read
Share
X

Table of contents

‍

Ethan Mollick, an associate professor at the Wharton School, recently pointed to early signs that AI may be widening the gap between companies. A new OpenAI study, “How Organizations Use AI: Evidence from ChatGPT,” shows a small group of “frontier” firms using AI far more than typical firms, and the gap is growing fast. By June 2026, the top 10% of enterprises were generating about 8 times as much AI output per user as typical firms. And those high-adoption firms tend to be the ones that already had the most productive employees.

That matches what I see. And the real benefits come from teams and the organization as a whole using AI to unlock what they can do together.

There are three big categories of teams and AI:

  1. Some folks are still behind on adopting AI in their personal workflows.
  2. There’s a large group changing their personal workflows to do more with AI. Individually, they’re way, way more productive, but they’re becoming overwhelmed and falling out of sync with each other.
  3. The magic, and what’s rare so far, is using AI both individually and collectively.
Want to learn more?
Learn more about AI Code Monitor with a Demo

Are you ready?

Sema is now accepting pre-orders for GBOMs as part of the AI Code Monitor.

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.