Evidence receipt / prediction
Published · transcript-backedRyan Lopopolo: prediction
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
“We want AI to be deployed widely, to do economically valuable work, then we need to find ways for them to naturally collaborate with humans, which means collaboration tooling, I think, is an interesting space to explore.”
Source trail
Everything needed to verify it.
- Speaker
- Ryan Lopopolo
- Attribution
- Verified speaker
- Claim type
- prediction
- Recorded
- 7 Apr 2026
- Publisher
- Latent Space
Transcript context
…did? Yeah. I would say that if we think that we want these agents to do economically valuable work, which is like this is the mission, right? We want AI to be deployed widely, to do economically valuable work, then we need to find ways for them to naturally collaborate with humans, which means collaboration tooling, I think, is an interesting space to explore. Yeah, totally. Yeah. GitHub, slack, linear.…
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