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Published: Updated: 
4 min read

OpenAI Pulls Back Co-Founders as Thinking Machines Lab Struggles to Retain Talent

Within 58 minutes, OpenAI publicly welcomed back three co-founders from Mira Murati's $12B startup, signaling either startup distress or systematic talent consolidation toward incumbent AI platforms.

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The Meridiem TeamAt The Meridiem, we cover just about everything in the world of tech. Some of our favorite topics to follow include the ever-evolving streaming industry, the latest in artificial intelligence, and changes to the way our government interacts with Big Tech.

  • OpenAI welcomed back three key departures from Thinking Machines Lab within hours of their departure announcement, including co-founder and former VP of research Barret Zoph.

  • The startup, valued at $12 billion just six months ago after its $2B seed round, is now losing its CTO and another co-founder less than a year after founding.

  • For startup founders: This signals that even well-capitalized, high-profile AI labs face talent retention challenges against incumbent platforms offering scale and resources.

  • Watch for whether other Thinking Machines departures follow, or if Mira Murati stabilizes the team with replacement leadership—the next 30 days will clarify if this is an isolated departure or systemic exodus.

The artificial intelligence startup ecosystem's independence just got a reality check. On Wednesday, Mira Murati announced that Barret Zoph, her co-founder and CTO of Thinking Machines Lab, was departing. Fifty-eight minutes later, OpenAI CEO of Applications Fidji Simo announced publicly that Zoph—along with co-founder Luke Metz and researcher Sam Schoenholz—was returning to OpenAI. The coordinated announcements reveal something deeper than routine Silicon Valley talent circulation: the question of whether standalone AI labs can actually hold onto the researchers who created them.

The timing tells the story. Murati's X post announcing Zoph's departure landed at 10:13 AM Pacific. By 11:11 AM, Simo had already published a congratulatory message to the three returning executives. The speed wasn't coincidental—according to Wired, the split wasn't amicable, and OpenAI had been quietly planning this recruitment for several weeks. The 58-minute gap between Murati's announcement and Simo's response was likely the time needed to coordinate public messaging across two organizations.

What makes this inflection significant isn't the fact that people move between AI companies—that's constant in Silicon Valley. It's the simultaneous departure of two co-founders from a startup less than a year after its founding. Zoph served as CTO. Metz served as co-founder. Schoenholz was a core technical contributor. Together, they represented continuity of vision and execution.

Think about what that means for Thinking Machines Lab. The startup raised $2 billion in seed funding just seven months ago. Andreessen Horowitz led the round, alongside Accel, Nvidia, AMD, and Jane Street. The valuation hit $12 billion. By every metric, this should be one of the most attractive places for top AI researchers to work: founder-led, well-capitalized, focused on core research rather than enterprise feature work.

Yet two of its three co-founders just voluntarily walked back to an organization they'd already left.

The question underlying this story is about consolidation. OpenAI didn't need to acquire talent through conventional means—it simply called back people it had already trained. Zoph had been VP of Research there. Metz had worked on the technical staff. They knew the culture, the infrastructure, the roadmap. From OpenAI's perspective, recruiting them back was less about acquisition and more about reclamation.

This mirrors a pattern we've seen before. When Meta lost key researchers to independent ventures, it eventually pulled some back. When Google faced the exodus to startups, it adjusted compensation and created independent research divisions to hold talent. But OpenAI is taking a different approach: actively and publicly welcoming people back, signaling that the organization they left is now more compelling than the startup they joined.

For Thinking Machines Lab, this is particularly stinging because the startup was specifically designed to be different from OpenAI. Murati left OpenAI in September 2024 citing the desire to work on core research in an independent setting. She co-founded Thinking Machines with Zoph and Metz on that premise. The seed round validated the thesis—$12 billion valuation, world-class investors, assembly of former OpenAI, Meta, and Mistral AI researchers.

Now the CTO and a co-founder have returned to exactly what Murati was trying to escape.

The broader implication cuts deeper. This isn't just about individual departures—it's about whether the standalone research lab model can actually compete with platform-scale organizations. Thinking Machines Lab has capital. It has the founder credibility of a former OpenAI CTO. It has venture backing. What it apparently doesn't have is enough gravitational pull to hold researchers who've worked at larger-scale organizations.

Murati has already brought in Soumith Chintala as replacement CTO—a solid choice with deep AI credentials. But replacement leadership after a co-founder departure at this stage typically signals two possible futures: either the founder restabilizes the organization around a new core team, or the departures continue and the narrative shifts from "ambitious startup" to "founder distress."

The fact that Thinking Machines Lab has already lost another co-founder (Andrew Tulloch, who left for Meta in October) suggests this might not be an isolated incident. Three co-founders, three departures in six months, is a pattern.

From OpenAI's perspective, this is strategic recruitment without acquisition. By pulling back talented people who've already worked at the organization, OpenAI avoids integration risk while recapturing institutional knowledge. The message sent is clear: this is where the best work in AI actually happens, and other ventures—no matter how well-funded—are secondary.

For the broader AI startup ecosystem, the inflection is significant. If the most accomplished founder in AI (Murati's track record at OpenAI is exceptional) can't retain co-founders at a $12 billion startup, what does that mean for other independent labs? The answer likely depends on whether this reflects Thinking Machines Lab's specific challenges or a structural disadvantage for standalone organizations competing against incumbents with scale, data access, and computational resources.

The window for independent AI labs to operate without incumbent pressure just narrowed. When OpenAI can publicly welcome back three core contributors from a $12 billion startup, it signals that scale and platform resources still outweigh independence. For builders considering founding in AI, the question becomes whether distributed teams can actually retain talent against consolidated platforms. For investors, this raises questions about valuation multiples for non-platform-based AI companies. For professionals, the inflection suggests that career trajectories might still favor large organizations. Watch the next 60 days: if Murati stabilizes Thinking Machines Lab with new technical leadership and prevents further departures, the startup model survives this test. If departures continue, it signals a more fundamental shift toward talent consolidation.

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