The margins on inference definetly aren’t negative. An easy way to check this is by looking at the costs of using cloud hosted open source models, which necessarily are served at a positive margin, and are much lower $/token than what you get from the labs.
They’ve been saying this for years. Every few months you’ll see an article about IV having the biggest store of lithium in the US, but nothing ever comes of it.