The former OpenAI researcher who walked away from a high-profile role after eight months couldn't sleep. At 5 a.m., still awake, Andrew Ho posted a warning to his former colleagues: take the money while you can. The frontier labs, he wrote, are overvalued. And he should know — he’s sitting on roughly $700,000 in OpenAI equity that he believes could be worth far less after an IPO.
Leaving the lab, keeping the stock
Ho announced on Wednesday that he had left OpenAI to launch a company selling high-end reinforcement learning datasets to frontier AI labs. The move itself is not unusual — ambitious researchers often leave to start something new. But what he said next turned heads. By the next morning, his posts on X had drawn hundreds of thousands of views, arriving in the middle of a tech selloff that has left many employees anxious about their paper wealth.
Why he told colleagues to cash out now
“I would strongly recommend taking liquidity if you’re eligible for tender offers,” Ho wrote. He explained that it “seems somewhat implausible that the valuation is going to, like, 2x after the IPO, but it does certainly seem plausible that it could go down by 50%.” For employees sitting on shares they cannot easily sell, this is a blunt dose of reality. Tender offers — where companies allow employees to sell shares to outside investors — are one of the few ways to cash out before an IPO.
What $700K in ‘overvalued’ equity means
Ho is open about his own situation. He holds roughly $700,000 in OpenAI equity that he describes as overvalued. “I’m just stuck,” he admitted in a follow-up post. The phrase captures a broader anxiety: many tech employees are wealthy on paper but locked into assets that may never realise that value. The company’s private valuation has soared, but public market investors may not share the same enthusiasm.
Official response and market context
OpenAI has not publicly responded to Ho’s comments. The warning comes at a time when AI startup valuations are under fresh scrutiny. The tech selloff that began weeks earlier has dragged down shares of major tech companies, raising questions about how high the AI hype can go. Ho’s posts have amplified those fears among rank-and-file employees wondering whether to hold or sell.
What this says about AI startup equity culture
The core tension is simple: employees at private AI labs often receive equity as part of compensation, but they have little control over when or how they can sell. Tender offers are infrequent and priced at a discount. Meanwhile, the companies encourage employees to believe in a bright future. Ho’s candour breaks that unspoken rule. He is telling colleagues to treat their equity as potentially overvalued paper until proven otherwise.
Confirmed facts vs what remains unclear
Verified: Andrew Ho left OpenAI after eight months. He posted on X recommending liquidity and warning of a possible 50% drop post-IPO. He holds roughly $700K in OpenAI equity which he considers overvalued. Unclear: Whether Ho sold any of his own equity during any tender offer, and what specific valuation multiples he is basing his warning on. The timing of a potential OpenAI IPO is also unknown.
Why this story resonates beyond one researcher
Ho’s situation is not unique. Thousands of employees at frontier AI labs — OpenAI, Anthropic, and others — hold similar equity packages. They work long hours, believe in the mission, and hope their shares will one day make them wealthy. But if valuation is driven more by hype than fundamentals, many could be left with expensive lessons. Ho’s public honesty has given a voice to a quiet fear.
Risks and balanced view
Critics might argue that Ho is being too pessimistic — OpenAI’s revenue growth has been strong, and a public listing could reward early believers. Others point out that private market valuations are often higher than public ones, and a correction is natural. There is also the risk that Ho’s own new venture depends on the same frontier labs he warns are overvalued, creating an apparent contradiction. He has not addressed that directly.
Wider pattern: AI valuation anxiety
The AI sector has seen a wave of founder and employee liquidity warnings recently. High valuations, massive capital raises, and uncertain monetisation paths have created a gap between private and public expectations. Ho’s post is part of a growing chorus that includes analysts, investors, and even some founders who urge caution. The question is whether this is a healthy correction or the start of a deeper reckoning.
What employees and investors should consider
For current AI startup employees: pay attention to tender offers and liquidity windows. Diversify when you can. For investors: treat private valuations with skepticism until companies prove their revenue model at scale. For anyone holding equity in a pre-IPO AI company: Ho’s advice — think in terms of downside risk, not just upside potential — is worth considering.
Future outlook
If OpenAI does go public, the actual market price will test Ho’s thesis. A 50% drop from peak private valuations is not unheard of in tech IPOs. Alternatively, if AI adoption accelerates faster than expected, the current equity may be a bargain. Either way, Ho’s warning has already shifted the conversation among insiders. More employees may push for earlier liquidity options.
Our Take
Andrew Ho’s story is a rare moment of honesty in an industry that thrives on hype. He walked away from a prestigious role and used his platform to caution others — even at the risk of undermining his own future company’s market. That takes integrity. Whether he is right about the valuation remains to be seen. But the larger point — that equity in private AI labs carries real risk, and employees should treat it as such — is a message worth hearing. It is also a reminder that the people building these technologies are not immune to the same financial anxieties as everyone else.
Frequently Asked Questions
Why did Andrew Ho leave OpenAI?
He left after eight months to start his own company focused on selling high-quality reinforcement learning datasets to frontier AI labs.
How much equity does Andrew Ho hold in OpenAI?
He has publicly stated he holds roughly $700,000 worth of OpenAI equity, which he believes is overvalued.
What did he advise his former colleagues?
He recommended that eligible employees take liquidity during tender offers, warning that valuations could drop by 50% after an IPO.
What is a tender offer in this context?
A tender offer is a program that allows employees to sell some of their shares to outside investors at a set price, providing liquidity before a company goes public.
