Raw LLM Responses
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in
GitHub is no longer just a “code repository website” GitHub today is far beyond …
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in
Stand by me, Demis Hassabis... I create Sarinem Chat with Opal (your multi-modal…
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in
One of the biggest shifts happening in AI right now is the movement from: learni…
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This is such an important conversation, Matthew Kilkenny! AI is advancing quickl…
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in
Pope Leo XIV's encyclical "Magnifica Humanitas" just gave a moral megaphone to t…
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I believe it’s a short dip as companies are starting to realize how implementing…
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Spatial equity remains a critical concern in urban planning today. Algorithmic t…
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With new technology there will be good and not so good outcomes. Take for exampl…
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Comment
Most people don’t actually need “autonomous agents,” they need reliable content systems that don’t break when the input changes or the platform shifts. I see this a lot while building Collio AI
LinkedIn
AI Research & Models
Founder @ Collio | Helping marketers and agenci…
2026-04-16T12:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | critical |
| Emotion | indifference |
| Value justification | The speaker emphasizes the need for reliable content systems that don't break, implying a desire for safety and stability in AI systems. |
| Target justification | The speaker mentions 'most people' and their own experience building Collio AI, indicating that the target of their concern is individual users who need reliable content systems. |
| Coded at | 2026-06-11T07:54:29Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "none",
"target": "individual_users",
"stance": "critical",
"emotion": "indifference",
"value_justification": "The speaker emphasizes the need for reliable content systems that don't break, implying a desire for safety and stability in AI systems.",
"target_justification": "The speaker mentions 'most people' and their own experience building Collio AI, indicating that the target of their concern is individual users who need reliable content systems."
}
```