Been seeing a lot more LLM use in the online health sphere. Some thoughts:
Almost every big influencer account can’t seem to write a sentence without consulting an LLM. I understand how attractive it is because you can get something passable in literally five seconds. And it’s also attractive because it appears that a growing proportion of your readers can’t tell the difference. LLM writing is becoming normalized, for better or worse.
That’s seems fine because it works... until it doesn’t. And when it stops working, it’s gonna come crashing down all around you. It will eventually stop working because everyone will be so damn optimized via LLM writing that it'll be impossible to stand out. Why read an influencer's prompt-induced utterance when you can prompt an LLM yourself to get a perfectly tailored writeup?
If you're in this situation, I urge you to reject the easy way out and remain honest. Keep writing. Use LLMs to help you research or copy edit, sure, but do the writing yourself. Maintain your voice. A simple fact: honesty ultimately wins because honesty is a representation of reality, and reality eventually asserts itself. You can’t stave off reality forever.
Maybe even more troubling is this Oasis health ranking app business. It's a vibe-coded app that purports to rank various foods according to nutrient content, toxin load, heavy metals, pesticides, and microplastics. Over the weekend it was revealed to be totally messing up the rankings, boosting Lay's potato chips over avocado oil chips and other obvious mistakes. What's troubling is this sounds like the perfect use case for AI coding. It sounds like something that AI would be really good at doing: sifting through large amounts of data to find patterns.
But it turns out this particular app has begun hallucinating the results and rankings. Because if you don’t fully flesh out the context for the LLM, it will begin filling in blanks and making assumptions, especially when you start asking it to rank even more foods. If you haven’t accounted for every possible permutation of nutrient/toxin/health association, the LLM will do it for you. And because LLMs aren’t actually thinking and they aren’t actually in the physical world, and they certainly aren't eating anything, they have no conception of value and nutrition and what really makes a food good. They will come up with completely nonsensical reasons to rank foods. That appears to be what's happening.