Evidence receipt / evaluation
Published · transcript-backedRyan Lopopolo: evaluation
7 Apr 2026 Latent Space Extreme Harness Engineering for Token Billionaires: 1M LOC, 1B toks/day, 0% human code, 0% human review — Ryan Lopopolo, OpenAI Frontier & Symphony
“For us as users, it has again, pushed the productivity five x, which means I think there’s something here that’s like a durable pattern around removing the human from the loop and figuring out ways to trust the output.”
Source trail
Everything needed to verify it.
- Speaker
- Ryan Lopopolo
- Attribution
- Verified speaker
- Claim type
- evaluation
- Recorded
- 7 Apr 2026
- Publisher
- Latent Space
Transcript context
…world. Symphony’s internal, right? As long as you are happy, you are the customer. That’s right. Just, what’s the external view? I’d say folks are very excited about this way of distributing software and ideas in [00:52:00] cheap ways. For us as users, it has again, pushed the productivity five x, which means I think there’s something here that’s like a durable pattern around removing the human from the loop and figuring out ways to trust the output. The video that is shared here Yeah.…
Stored transcript either side of the excerpt. The highlighted words are the published quote; the surrounding text is unedited source, never generated.