Raw LLM Responses
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in
You are right. Its that every AI company has a government deal...So it's Palanti…
7463733614342…
in
Something about the way AI never says "actually, on reflection" makes the humans…
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in
This is exactly the leadership question we need to ask more often. AI capability…
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in
Scott Schobert Totally agree! This is a major concern that is surfacing right no…
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in
My Perspective on AI’s Energy Footprint The issue is not a single AI query—it’s …
7466229828321…
in
What solution do the Pope and Olah propose? To make AI Catholic?! Will Bin Salma…
7465431573706…
in
Always friendly answers, but not always what you need in the specific context. A…
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in
Very important perspective. The conversation around AI is increasingly shifting …
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Comment
AI search didn’t just scale Peter it rewired the sequence of how decisions form. When nearly a billion people interact with AI weekly, the “answer layer” becomes the first psychological touch point, not the website, not the brand, not the funnel. What you’re calling AI Answer BiasTM is real: cognitive ease, authority shortcuts, and uncertainty reduction all collapse into a single synthesized response. And once that happens, visibility isn’t earned through volume it’s earned through retrieval confidence. This is the new geopolitical layer of the internet: whoever becomes the trusted default inside AI systems becomes the default in the market. For businesses, the risk isn’t irrelevance it’s invisibility. For those who adapt, the opportunity is unprecedented.
LinkedIn
AI Ethics & Trust
AI Automation Specialist | I Help Business Owne…
2026-05-22T16:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for businesses to adapt to the new AI-driven landscape, implying that they must take responsibility for their online presence and visibility. |
| Target justification | The comment is addressed to businesses, warning them of the risk of invisibility and encouraging them to take action to remain relevant in the AI-driven market. |
| Coded at | 2026-06-11T08:00:20Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for businesses to adapt to the new AI-driven landscape, implying that they must take responsibility for their online presence and visibility.",
"target_justification": "The comment is addressed to businesses, warning them of the risk of invisibility and encouraging them to take action to remain relevant in the AI-driven market."
}
```