Raw LLM Responses
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G
I'm not sure how centering/prioritizing myself, my family, and my specific commu…
rdc_lvpuoqz
G
Big companies are talking a complete positive note on AI. Videos of such are tal…
ytc_UgyIV6UTK…
G
I asked ChatGPT if it "hallucinates" some of its answers, and it laughed at me l…
ytr_Ugzxbaz6M…
G
AI to me is really just a smarter Google to look up references, and even that is…
ytc_UgxAgV9rY…
G
I'm sure other Tesla owners have said this but it's very important. "Auto Pilot…
ytc_UgynGXyWl…
G
9:50 or I will be a Vet that cannot be replaced by AI just like other doctors, p…
ytc_UgwjwIhh-…
G
Amazon replacing their workers with AI is not surprising. If AI can replace the …
ytc_UgytIaKrL…
G
Honorable members of Congress,
As we contemplate the landscape of digital tec…
ytc_UgwsoSmgg…
Comment
An AI’s performance is hugely dependent on the data that the AI is trained on. If you bias the information that an AI is trained on, you’ll get a model (i.e AI) that is over fit resulting in biases mentioned in this video. But if the data for a specific task is biased, then there isn’t much one can do before the AI’s performance is negatively impacted.
Lastly, AI is not a fortune teller or oracle and sometimes AI is incorrect. This is why AI needs human supervision and continuously improvements, but false positives and false negatives will happen. When I hear AI discussed as racist or sexist, there needs to be more context provided for people as it isn’t just developers putting in biased data on purpose. Sometimes the data is biased and the AI finds certain features more important than others. In addition, the results of a model may not be social acceptable but that’s the model.
youtube
AI Bias
2022-12-18T15:1…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | developer |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | indifference |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[
{"id":"ytc_UgyIbYyV3M3Y4fdbXbF4AaABAg","responsibility":"developer","reasoning":"virtue","policy":"none","emotion":"outrage"},
{"id":"ytc_UgyvT7XJvDf2lQCK3tJ4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugw-Xq3zjye-zeJq2Ll4AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"},
{"id":"ytc_UgxUG0hLw_fuubZTEg94AaABAg","responsibility":"developer","reasoning":"virtue","policy":"none","emotion":"mixed"},
{"id":"ytc_Ugwg7TIKPwiNGqukWUh4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"ban","emotion":"outrage"},
{"id":"ytc_Ugx0HLv5Lwc1i76nLXx4AaABAg","responsibility":"government","reasoning":"deontological","policy":"ban","emotion":"outrage"},
{"id":"ytc_Ugy1hLabRuWccI8Q3k54AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_UgwG7XpwCTw5fW4s89J4AaABAg","responsibility":"developer","reasoning":"virtue","policy":"none","emotion":"mixed"},
{"id":"ytc_UgxGgD0rEehMZqvToTB4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytc_UgxaApaHQ5eVs6Q0l5R4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"indifference"}
]