EvidenceAugust 1, 2026 4 min read

From 20% to everyone: what changed when students shipped in public

The pre- and post-program survey told a simple story. Publishing your work in front of people rewrites what you believe you can do.

F7 interns coworking on laptops during the pilot

Students who completed both the pre- and post-program survey reported measurable growth across technical, professional, and innovation skills. Five of eleven interns completed both surveys — a small sample, and a consistent one.

By the end of F7

  • Every student had built and published a website, compared to 20% before the program.
  • Every student had carried a long-term project from start to finish, up from 40%.
  • Every student had presented their work publicly, up from 60%.
  • Every student had interviewed people before designing a solution, up from 40%.
  • Every student had published work online, up from 20%.
  • 60% had used project management software — none had before.

AI proficiency started high and still moved: 4.6 out of 5 before, 4.8 after, with 40% of students reporting an increase. The interesting part is not that they used AI — they already did. It is that they learned to use it as a research and building partner while still owning the decisions.

My confidence has definitely increased. I know a lot more about what it takes to solve a problem now.
Jalen Thompson · F7 Intern, Summer 2026

Publishing is the intervention. The moment a project has a URL and an audience, "good enough" stops being a student's own private standard.

The full methodology, every survey row, and the reflections behind these numbers are in the Summer 2026 Pilot Summary Report.

Go deeper

The full F7 Summer 2026 Pilot Summary Report