The Firebird
Commoner
I'm imagining a case where it has been detected and we all know it's wrong, but the legal environment mandates the LLMs lead to this false information.If the otherwise reputable FDA page is distributing misinformation like that, it’s not the LLM’s fault. Nor is it the LLM’s fault if the FDA or other trusted resource has been compromised & contaminated with inaccurate info (deliberately or not) and this corruption has not yet been detected.
It can be both. If someone refuses advice about treatments that will help them because they don't trust you, it is satisfying to say "that person is a fool and shouldn't make their own decisions". But it doesn't help them, because it exacerbates their lack of trust.I’m being realistic, not condescending.
I agree with all of the above. I share your dim view.One recurring topic in our household is how bad people are at evaluating info their doctors give them. Even pre-COVID, we discussed studies illustrating how common it was for patients to come in demanding treatments or pharmaceuticals completely unrelated to their symptoms or even final diagnoses. (That’s part of the history behind why antibiotics got overprescribed.)
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So forgive my dim view of laymen evaluating much beyond the most basic medical information.
I won't speak specifically about COVID. But in general, when things are presented authoritatively and turn out to be wrong, that undermines trust. We still see people citing the 1975 global cooling article as evidence that it is all bunk--and that wasn't even a very authoritative portrayal. This is true especially when you are asking people to make major lifestyle changes as a result of your authoritative portrayal.When public healthcare officials in the USA repeatedly revised their assessments of the dangers of COVID and prevention methods as they gathered new information, a sizable percentage of my fellow countrymen thought they were being deliberately lied to.
And I agree this is a massive problem. But I disagree on the solution. I think circling the wagons and restricting information to experts only is going to make the trust situation worse, not better. It takes decades to build trust and not very much time at all for it to evaporate. Pointing to a degree or a license is something that only works in a high-trust environment. And that no longer exists.As a result of that mistrust of doctors & health department officials publicly updating everything ASAP, there are now strong movements in certain states to ban ALL mandatory vaccinations, including those with safety records going back decades, like the polio & MMR vaccines. We’re seeing more and larger outbreaks of entirely preventable diseases here.![]()
I don't like to speak about myself, but in case it helps prove my bona fides: there have been major consequences in my field. Support for scientific funding has evaporated. Projects that have been decades in development are not going to happen. A number of friends and colleagues have left the country for better options. Trust matters.