Evidence receipt / uncertainty
Published · transcript-backedShawn Wang: uncertainty
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
“I’m also calling back to there’s this like levels of EGI I don’t know if Opening Eye is still talking about this, but they used to talk about five levels of EGI and one of it was like, oh, it’s like an intern coding software patient.”
Source trail
Everything needed to verify it.
- Speaker
- Shawn Wang
- Attribution
- Verified speaker
- Claim type
- uncertainty
- Recorded
- 7 Apr 2026
- Publisher
- Latent Space
Transcript context
…Yeah. Yeah. There’s a set of building blocks here that we assembled into these agents [01:06:00] and the building blocks themselves are part of the product, right? Yeah. The ability to steer revoke authorization if a model becomes misaligned, like all of this is accessible through Frontier. And there’s gonna be a bunch of stakeholders in the company that have the things they need to see in the platform Yeah. To get to. Yes. So we’ll build all of those in the frontier so that we can actually do the widespread the planet. Yeah. That’s the fun part. Yeah. I’m also calling back to there’s this like levels of EGI I don’t know if Opening Eye is still talking about this, but they used to talk about five levels of EGI and one of it was like, oh, it’s like an intern coding software patient. At some point it was AI organization and this is it. That’s right. This is level four or five. I can’t remember which, which level, but it’s somewhere along that path. Was this. You know how I mentioned that my team is having fun sprinting ahead here. And we do this thing where we’re collecting all the agent trajectories from Codex to slurp them up and distill them. This is what it means to build our team level knowledge base, happen to reflect it back into the code base. But it doesn’t have to be that way. And it doesn’t have to be bound to just codex. I want Chacha BT to also learn our meaning culture and also the product we are building and how so that when I go ask it, it also has the full context of the way I do my work and I’m super excited for Frontier to enable this.…
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