we now know that as the price of computing equipment fell, new use cases emerged to fill the gap – which is why today my lightbulbs have semiconductors inside them, and I occasionally have to install firmware updates my doorbell.

surely the compute freed up by more efficient models will be used to train models even harder, and apply even more “brain power” to coming up with responses? Even if DeepSeek is dramatically more efficient, the logical thing to do will be to use the excess capacity to ensure the answers are even smarter.

ure, if DeepSeek heralds a new era of much leaner LLMs, it’s not great news in the short term if you’re a shareholder in Nvidia, Microsoft, Meta or Google.6 But if DeepSeek is the enormous breakthrough it appears, it just became even cheaper to train and use the most sophisticated models humans have so far built, by one or more orders of magnitude. Which is amazing news for big tech, because it means that AI usage is going to be even more ubiquitous.

Even the biggest fans of capitalism do not believe that maximizing shareholder value is something that excuses all consideration of harm to customers, and healthcare is one of the few industries where customers experiencing harm is ubiquitous. Perhaps no other industry is as likely to affect every American individual directly and horrifically. Not weapons manufacturers, not companies that wreck the environment, not predatory lenders.

So, the real story isn't: "Old lady spills coffee and gets millions." It's "McDonald's ignores hundreds of dangerous incidents for years, then maims a customer for life and refuses to pay her medical bills or change its practices to avoid future incidents. A judge says she's due a fraction of the jury award, but she doesn't get it because McDonald's uses its massive litigation war-chest to force her into a confidential settlement."

The "bloodsucking lawyers preying on innocent corporations" story is a creation of the business lobby, which has, for decades, argued that it should be immune to legal consequences when it harms or kills the public. The cause of "tort reform" is, in actuality, a corporate charter of impunity.