Dr. Shira Fischer just wanted a speech pathologist for her kid. What she got instead was a consent form that basically said “sign away your child’s medical privacy or get lost.” And here’s the kicker – this is happening everywhere, every day, and most of us don’t even realize we’re being backed into a corner.

Fischer, who works in health policy in Boston (so she actually knows what she’s reading, unlike most of us who just skim and sign), spotted something in the clinic’s consent form back in 2022. They wanted to record the virtual appointments. For training purposes. Her daughter had a lisp – the exact thing they’d be getting treatment for – and now some database somewhere would have videos of this kid struggling with her speech. Forever. To train who knows what.

The Non-Negotiable “Choice”

So Fischer did what any informed parent would do. She said no.

And you know what the clinic said? Tough luck. Sign it or we won’t see your kid.

Think about that for a second. A medical provider – someone who’s supposed to be bound by patient privacy and all those HIPAA rules we hear about – just straight up told a patient that consent isn’t actually optional. It’s sign or leave. That’s not consent, that’s coercion dressed up in legal language.

Fischer ended up finding a different speech pathologist. She says it worked out better anyway. But here’s the thing that should worry all of us – she had the knowledge, the time, and probably the resources to shop around. What about everyone else?

When “Virtual Care” Became “Surveillance Care”

COVID pushed everything online. Telehealth went from a nice option to the only option basically overnight. And somewhere in that chaos, medical practices figured out they were sitting on a goldmine of data. Voice recordings, video of patient interactions, transcripts of sensitive medical conversations – all perfect fodder for training AI systems that every healthcare company is now desperate to build or buy.

The problem is nobody asked us if we were cool with becoming unpaid contributors to some tech company’s training dataset. They just buried it in the consent forms and figured most people would either not read it or not have a choice even if they did.

California Can’t Even Protect You (And They’re Trying)

If this is happening to a health policy expert in Massachusetts, imagine what’s happening in states with weaker privacy laws. Actually, don’t imagine – it’s happening in California too, which supposedly has some of the strongest healthcare privacy protections in the country. It's the same playbook we're seeing with age verification online – the Privacy Tax: Why Proving Your Age Could Cost Your Freedom always gets framed as protection, never as surveillance.

Doctors and patients across California are running into the same wall. The AI transcription tools are everywhere now. They’re recording appointments, transcribing everything, and the consent is basically mandatory. You can ask to opt out, but good luck actually getting that honored when the alternative is “well, we can’t see you then.”

And look, I get it. AI transcription probably makes doctors’ lives easier. Less time typing notes, more time with patients, all that. But we’ve created a system where the efficiency gains for the medical system come at the cost of patient privacy, and patients don’t get a real say in the tradeoff.

“I read their consent and they said they were going to record and use [our appointment] for training. And I said, no, my kid has a lisp. The last thing she wants is videos of her lisping to be used for training for who knows how long and who knows what database.”

The Training Data Nobody Talks About

Here’s what really gets me. When we talk about AI in healthcare, it’s always about the benefits. Better diagnoses! Faster treatment! Reduced costs! But we never talk about where all that training data comes from. It comes from us. From our appointments, our symptoms, our embarrassing health problems, our kids’ speech impediments.

And once it’s in the system? Who knows. The consent forms are vague on purpose. “Training purposes” could mean anything. Training the clinic’s own staff (which, fine). Training an AI system the clinic’s software vendor is building (less fine). Training a system that gets sold to other companies (definitely not fine). Being included in a dataset that eventually gets leaked or hacked (nightmare scenario, but increasingly common).

We don’t know because they don’t tell us. And they don’t tell us because if they did, a lot more people would do what Dr. Fischer did and say no.

What This Actually Means

The health records you thought were private? They’re not. The consent you thought you were giving? It’s not optional. The choice you thought you had? It’s an illusion.

We’ve built a healthcare system where seeking medical treatment increasingly means surrendering your data privacy, and we’re all just supposed to accept it because the alternative is not getting care. That’s not a choice. That’s extortion with a stethoscope.

And the worst part? This is just the beginning. As AI gets more sophisticated and more valuable, the pressure to collect more data is only going to increase. Today it’s consent forms you can technically refuse (even if they won’t treat you). Tomorrow it might not even be optional enough to refuse. Amazon's AI Wristband Remembers Every Word You Say is banking on the same bet – that we'll trade privacy for convenience without thinking twice.

Dr. Fischer found another provider. But most people won’t. Most people will sign. Most people already have.