OpenAI launched ChatGPT Health in January. It connects to medical records from hospitals and health systems across the United States. Upload your lab results. Connect your wearable data. Let ChatGPT tell you what it all means.
Let me make sure I understand the pitch correctly: the company whose model confidently makes up facts, cites papers that do not exist, and cannot reliably do arithmetic wants to interpret my blood work.
What they are actually building
To be fair, the implementation is more nuanced than the pitch. ChatGPT Health uses structured medical data (lab values, medication lists, appointment records) and provides summaries and plain-language explanations. It is not diagnosing. It is translating.
The value proposition is real: medical records are incomprehensible to most patients. A tool that explains “your LDL is 145 mg/dL” in plain language and provides context is genuinely useful.
The question nobody is asking
The privacy implications are staggering. Medical data is the most sensitive information most people have. More sensitive than financial data. More sensitive than your search history.
OpenAI is asking people to voluntarily hand over this data to a company that:
- Has been hacked before
- Trains models on user data (with opt-out, not opt-in)
- Has no medical liability
- Cannot be sued for malpractice
If your doctor misreads your lab results, they are liable. If ChatGPT misreads your lab results and you act on it, who is liable? OpenAI’s terms of service say: not them.
The real play
This is not about health. This is about data. Medical records are the last major data category that big tech has not captured. Google has search data. Meta has social data. Amazon has purchase data. Medical records were the holdout.
Now OpenAI has a product that asks users to voluntarily upload their medical history. The data is the product. The health insights are the feature that gets you to hand it over.
I am not saying this is evil. I am saying the incentive structure is worth understanding before you upload your lab results to a chatbot.
[Draft: Awaiting Carlos’s twist]