Raw LLM Responses
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G
I was a plumber for years, freezing my bollocks off on a site every morning. Fin…
ytc_Ugz-nXsMI…
G
So in four years, all local contractors will be replaced, meaning the entirety o…
ytc_UgwhyUX56…
G
AI is berthing its self, and yes the children are scared. stop thinking of them …
ytc_UgwG9VsNQ…
G
We visited Alpha School in AZ, all the kids were having a great time and the fam…
ytc_UgyTfyEi7…
G
So each country has its own A.I.
Or does it all become 1 single A.I system?
Lik…
ytc_UgxMEkRp6…
G
This interview was scarier than anything I've ever heard, that joblessness could…
ytc_UgzD6vkxj…
G
The US and other countries are engaged in the largest technological arms race th…
ytc_UgzpPOVEd…
G
Correct, you can't review a 10,000 line PR. Humans are about to become the dumbe…
ytc_UgwDwSHRY…
Comment
I handle dental insurance claims and the inevitable appeals.
I’ve seen so many return claims hit my desk and I had a suspicion a human was no longer reviewing claims on behalf of their clients. The most ridiculous denial codes come through and I waste countless admin hours calling and correcting.
We were worried AI would steal our jobs. It’s quite literally made my job worse. I can waste two hours of my day on ONE claim. One. I do not work in a practice that can waste that time - 35 employees, 8 dentists, 10 hygienists … and I’m on the phone for two hours to reverse a claim that will inevitably pay our office $80.
Nightmare. But, I really love fighting for these patients. These companies are a joke and I will always support my clientele firSt.
reddit
AI Bias
1690333337.0
♥ 7
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | company |
| Reasoning | consequentialist |
| Policy | liability |
| Emotion | resignation |
| Coded at | 2026-04-25T08:33:43.502452 |
Raw LLM Response
[
{"id":"rdc_jtfgh5n","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"outrage"},
{"id":"rdc_jteqwkp","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"rdc_jtgdml8","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"outrage"},
{"id":"rdc_jtgo3ow","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"resignation"},
{"id":"rdc_jtf87jl","responsibility":"company","reasoning":"deontological","policy":"industry_self","emotion":"approval"}
]