Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
I hope they found a reliable Ai that doesn’t hallucinate at all. Sounds like a m…
7464637181991…
in
Dr.Mohamed Nagy I do not think AI is a tool anymore because of the autonomy it n…
7463376781962…
in
The real risk isn't AI taking our jobs, it's humans outsourcing their judgment s…
7464590955933…
in
There's a version of leadership that's disappearing fast.The kind where your val…
7468067019758…
in
This is very interesting Demis Hassabis . Google DeepMind has taken a modular ap…
7463317264692…
in
The compression piece is what most people are still missing. It's not just that …
7463914270439…
in
Most people still use AI like a chatbot, while the real value starts when it bec…
7464632567334…
in
A phenomenal perspective on what's happening in the UAE right now. Dubai and Ab…
7464676089546…
Comment
Greg Manto Fair point, the pipeline connects. If the big players only build enterprise tools, the baker never sees somethinhg worth adopting. But waiting for that system to fix itself is a losing game. The baker can't lobby openai. He can learn to use what's on his counter. Both matter. But one of them he can start tomorrow morning before the oven's warm.
LinkedIn
AI Policy & Regulation
Ik schrap rotwerk bij mkb-teams met ai. In 2-4 …
2026-05-27T08:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | economic_equity |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | demanding |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of accessible technology for small businesses or individuals, like the baker, implying a desire for fair distribution of AI's economic benefits. |
| Target justification | The speaker is focused on the baker, an individual user, and how they can benefit from AI, rather than larger organizations or society as a whole. |
| Coded at | 2026-06-11T08:22:12Z |
Raw LLM Response
```
{
"value_primary": "economic_equity",
"value_secondary": "none",
"target": "individual_users",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of accessible technology for small businesses or individuals, like the baker, implying a desire for fair distribution of AI's economic benefits.",
"target_justification": "The speaker is focused on the baker, an individual user, and how they can benefit from AI, rather than larger organizations or society as a whole."
}
```