# David Friedberg

Markdown copy of https://realalpha.app/people/david-friedberg/ on Real Alpha, the best minutes from long interviews with the people building AI. Cite and link the page, not this copy.

Real Alpha has cut 2 moments of David Friedberg (CEO, Ohalo) talking, from 2 interviews on All-In, the latest published Oct 10, 2026.

- Role: CEO, Ohalo
- On X: https://x.com/friedberg

## What David Friedberg said

- [Math proofs fall fastest where the whole test loop runs in software](https://realalpha.app/s/math-proofs-fall-fastest-where-the-whole-test-loop-runs-in/)
  All-In · Oct 10, 2026 · 5 min
  > “The real question for AI is where can you apply that loop model in a way that you can make a better prediction or better idea, each loop” — David Friedberg · [41:01](https://realalpha.app/v/TBLHdXABwAg/?t=2461)
- [Cyber defense will force governments to allocate GPUs](https://realalpha.app/s/cyber-defense-will-force-governments-to-allocate-gpus/)
  All-In · Oct 2, 2026 · 5 min
  > “So the attempt to try and centralize and manage the control of the software, I think is a fool's errand.” — David Friedberg · [20:34](https://realalpha.app/v/ZJKs08oU1zg/?t=1234)

## The 2 episodes

- [Is Claude Conscious? Pope Rejects, Model Welfare Movement, OpenAI's Math Backlash, France Riots](https://realalpha.app/v/TBLHdXABwAg/) · All-In · Oct 10, 2026
- [Trump’s Super Intelligence Summit, AI Safety Accord, GDP Beats, Midterm Predictions](https://realalpha.app/v/ZJKs08oU1zg/) · All-In · Oct 2, 2026