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In reply to the discussion: How AI works [View all]

rog

(934 posts)
23. Absolutely. In the last few weeks I had to dispute a medical bill ...
Thu Dec 25, 2025, 08:17 PM
Dec 25

... the hospital financial dept tried gaslighting me --- went so far as to accuse me of requesting them to do 'fraudulent billing' when I asked them to correct the mistake.

In frustration, I submitted a very brief summary of the situation to ChatGPT (and I admit I have a love/hate relationship with AI at this point, but I had already put days into this and was at a loss). In 30 seconds I had a plan of action, who to contact and in what order, what to expect from their response, templates for formal letters of dispute and scripts for phone calls, a summary of the laws regarding my situation, how to escalate up the chain if I was denied, etc.

When I called back to the billing dept to initiate the claim it was immediately routed to one of the customer relations supervisors who called back immediately, complimented me on my knowledge of the system, told me to relay all this info to any friends who were on Medicare, etc. The matter was resolved in my favor in one day, without even having to submit a formal letter of dispute. Everyone (except the original collection agent, who only wanted to know when I was going to pay) was very nice and helpful, and I ended up learning a lot about how coding and billing works at a huge hospital. I also have the private number of the person who helped me resolve this, in case I have another problem.

I think AI is one of the main problems Google searches, as well as trying to get info from other search engines, are becoming more and more worthless. It helps to use search operators - like site: - but still, it sometimes takes hours to cut through the slop. I find it ironic that AI can actually help cut through that slop if you specify targeted searches, ask for links to primary sources, ask for professionally or academically verified results, etc.

I am getting more comfortable using AI like I use my computer; to help me organize, do a task, etc. That doesn't make it any less annoying, though.

Edited to add that I realize I could have paid a professional consultant hundreds of dollars for the expertise that AI 'stole'.

Recommendations

3 members have recommended this reply (displayed in chronological order):

How AI works [View all] canetoad Dec 25 OP
In other words... it's an accelerated version of the last 1000 years. WarGamer Dec 25 #1
AI has the potential to uncover some groundbreaking health treatments, True Dough Dec 25 #2
This is why a progressive Government needs to lead into the future of AI... WarGamer Dec 25 #4
Agreed. True Dough Dec 25 #6
We don't have that government currently, the AI bros have never talked seriously about sharing their highplainsdem Dec 25 #10
Putting that money directly into medical research would be much more likely to produce results. highplainsdem Dec 25 #5
It's being developed by all the wrong people for all the wrong reasons? snot Dec 25 #20
No, genAI is turning Homo sapiens into brainless twits dependent on hallucinating chatbots and highplainsdem Dec 25 #3
I disagree. WarGamer Dec 25 #7
So what? Chatbots have a very high error rate. You don't know if any of that's true unless you check highplainsdem Dec 25 #9
the whole IP theft thing... WarGamer Dec 25 #12
Human and AI learning are quite different. And btw, that's IP theft, not AI theft. And the AI companies know highplainsdem Dec 25 #17
Isn't the VAST majority of LLM taught on public source data? WarGamer Dec 25 #18
Look up the difference between public and public domain. What isn't in the public domain is highplainsdem Dec 25 #21
For one thing, when considering a claim for copyright violation, snot Dec 25 #22
google can't, but wikipedia can, and better WhiskeyGrinder Dec 25 #13
I agree with the phrase canetoad Dec 25 #15
there we agree... 100%. It's a propagandists dream. WarGamer Dec 25 #16
No, it's not. WhiskeyGrinder Dec 25 #11
Except the size and scope of what it can take in is greater EdmondDantes_ Dec 25 #14
Consider that "dog food" usonian Dec 25 #8
I personally have found AI to be a very useful tool anciano Dec 25 #19
Absolutely. In the last few weeks I had to dispute a medical bill ... rog Dec 25 #23
Excellent! anciano Dec 25 #24
Same here -- they're fine if you're aware of its limitations fujiyamasan Dec 25 #27
Just waiting for the bubble to rapidly disinflate. nt BootinUp Dec 25 #25
Looking forward to it. highplainsdem Dec 25 #28
I too have had an incredibly positive experience using AI. AI can find me information far quicker than Google. Doodley Dec 25 #26
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