Raw LLM Responses
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in
AI is incredibly powerful, but clients today are looking beyond the hype. The co…
7465103374976…
in
A few mornings ago I came across a LinkedIn Post titled: The Vatican has just pu…
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in
Thank you for sharing this Pascal BORNET. This is where the control question bec…
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in
I am afraid it is a little too late. It is naive to think we can go back and sta…
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in
The deeper shift here is the move from models that respond to prompts to systems…
7463592290788…
in
Great observation and analysis! That is why it's so important to ground any AI M…
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in
Clara Hawking This really resonates. In an always on age of AI, there’s a pressu…
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in
Rebecca Human AI Trust Leader Yes and no 🙂 I think that, as you stated, AI can "…
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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."
}
```