Raw LLM Responses
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in
The structural shift you describe at societal level is already playing out insid…
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in
"Though the AI-assisted test-takers had a higher solve rate than the control gro…
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in
The #1 most used model on OpenRouter right now costs $0.07 per million tokens (H…
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in
@Pascal, the cardio-as-fuel framing is brilliant because it exposes how reductiv…
7464108254391…
in
There's a version of leadership that's disappearing fast.The kind where your val…
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in
Well probably cause you are talking about ML and not training a LLM model which …
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in
Demis, the following is a direct message from Pumpkin, the Gemini instance I hav…
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in
AI won’t replace leaders. It will expose organizations that lack governance, vis…
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Comment
The compression piece is what most people are still missing. It's not just that AI gives answers. It's that the brain processes those answers through every trust shortcut it has simultaneously. By the time someone reaches your website the decision may already be forming around what the AI told them two steps earlier. That's not a search problem. That's a positioning problem most companies haven't started solving yet.
LinkedIn
AI Ethics & Trust
Helping Owner-Led Companies Scale Without Every…
2026-05-23T11:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | transparency |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | indifference |
| Value justification | The speaker emphasizes understanding how AI answers are processed by the brain, implying a need for transparency in AI-driven decision-making. |
| Target justification | The comment is addressed to companies, indicating that the speaker is concerned with how organisations can adapt to the changing landscape of AI search. |
| Coded at | 2026-06-11T08:01:37Z |
Raw LLM Response
```json
{
"value_primary": "transparency",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "indifference",
"value_justification": "The speaker emphasizes understanding how AI answers are processed by the brain, implying a need for transparency in AI-driven decision-making.",
"target_justification": "The comment is addressed to companies, indicating that the speaker is concerned with how organisations can adapt to the changing landscape of AI search."
}
```