Raw LLM Responses
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in
The distinction between AI that supports learning and AI that removes the fricti…
7464584841376…
in
#NewYorkState Capitol: #EnergyEfficient #HumanCentered #AI-#Quantum #Innovations…
7466516181236…
in
Nice automation. How do you prevent losing your authenticity and credibility wit…
7447163842377…
in
Robert Studholme in my cloister/starship class I do exactly that after forcing t…
7464988414698…
in
Interesting perspective. If AI agents eventually help build their successors, th…
7468889675819…
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I think we're witnessing a shift from AI as a tool to AI as a workforce. Whether…
7468706547171…
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ETHICAL-Ai-NOW is all our responsibility do you agree or disagree?…
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AI can reduce the time spent finding information. Deciding what to trust remains…
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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."
}
```