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Shawn 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

“There’s a lot of customization, but there’ll be multiple unicorns just doing this as a service. I don’t know.”

— Shawn Wang

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. I think it’s pretty customized towards every enterprise, right? Like you care about different things. There’s a lot of customization, but there’ll be multiple unicorns just doing this as a service. I don’t know. I’m like very frontier field, if you can tell. Amazing. But it, it only clicked ‘cause obviously this came out first, then Harness eng, then symphony and only clicked for me that like, this is actually the thing you shipped to do that. 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.…

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