If Musk Wins the OpenAI Trial, What Breaks?

The Musk vs Altman trial opened last week in federal court in Oakland. The headlines made it sound like a billionaire grudge match. (It is, partly. But that’s not the part that matters.)

Here’s the actual question the jury is being asked. When you take money from donors, register as a 501(c)(3), and tell the world you’re building something for humanity, can you later restructure into a for-profit and keep the upside for yourself? Musk says no. OpenAI says it depends. Judge Yvonne Gonzalez Rogers has split the trial into two phases, with the liability question expected to wrap by May 21.

I have no rooting interest in either side. (I’m not friends with Elon. I’m not friends with Sam. I have, however, been told off by an OpenAI rate limit at 2 AM, which is its own kind of personal connection.)

But the answer is going to ripple through every nonprofit-to-private AI conversion that hasn’t happened yet. Including some that my industry, yours, and your kids’ future industry will quietly cheer for or quietly bemoan.

The juicy parts

Musk took the stand for three days. The line he kept hitting was a good one:

“You can’t just steal a charity.”

He said it on direct. He said it on cross. He said it on cross again. (At a certain point a deposition stops being testimony and becomes a chant.) He also said:

“I came up with the idea, the name, recruited the key people, taught them everything I know, provided all the initial funding.”

And, my favorite one for sheer audited specificity:

“I gave them $38 million of essentially free funding which they then used to create an $800 billion for-profit company.”

OpenAI’s lead attorney, William Savitt, opened with the line every defense lawyer dreams of:

“We are here because Mr. Musk didn’t get his way at OpenAI. He quit, saying they would fail for sure. But my clients had the nerve to go on and succeed without him.”

That is, as my dad would say, a sentence with a knife in it.

The cross-examination also produced one genuinely awkward moment. When Savitt asked whether xAI (Musk’s own AI company) had used OpenAI’s models to train its own models, Musk answered “partly.” That is a real word doing a lot of real work in a courtroom. Distillation is normal practice across the industry. It is also a complicated thing to admit while you are simultaneously suing the company you distilled from for going rogue.

Why this matters beyond the personalities

Three things break, depending on how the jury rules.

One: the nonprofit-to-PBC pipeline. OpenAI’s structure (capped-profit subsidiary under a nonprofit parent) is the template every well-funded AI lab now copies. If the jury says that pivot was unlawful, every other lab quietly reconsiders the structure they were going to adopt next quarter. The industry has been operating on the assumption that this is allowed. A jury can change that assumption in an afternoon.

Two: who actually owns frontier AI. If the conversion stands, OpenAI can raise whatever it wants on whatever terms it wants. If it doesn’t, there’s a real question about whether the assets revert to the nonprofit, and what that nonprofit then does with an $800 billion liability and a board that wasn’t built to run a hyperscaler.

Three: the precedent for everyone else. Anthropic, xAI, and a handful of smaller labs all have founders who have, at various points, said the words “this is for humanity” into a microphone. None of those statements are legally binding. But a jury verdict here turns the words from a marketing position into a fiduciary one.

What I think happens

Short answer: I don’t know. (Long answer: nobody does. Anyone telling you otherwise is selling you a Substack.)

Here’s the bit that bugs me. Why are we letting two of the loudest men in tech argue in front of a jury about who gets to decide what’s safe for humanity? The whole appeal of decentralized AI was supposed to be that we never had to. Now the path forward runs through a courtroom in Oakland and a judge who has politely told both sides that AI itself is not on trial. She’s right. (Just don’t tell anyone covering it.)

I’ll be watching when Altman testifies later this month. He’ll be measured. He’ll be soft-spoken. He’ll be the second-most-famous person in the room and he’ll act like he’s the third.

The verdict matters. So does the spectacle. The two are not the same thing, and the people who confuse them are the ones we should worry about most.