Raw LLM Responses
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The real promise of AI is not replacing human thinking, but expanding what human…
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My Perspective on AI’s Energy Footprint The issue is not a single AI query—it’s …
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Demis, we are slowly moving from “AI that responds” to “AI that acts.” And that …
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Critical thinking. As a child, I was told in the Catholic Church that the eye in…
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This is a powerful perspective. AI’s real value in research may be less about re…
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Honestly, this is one of the best beginner-friendly Claude breakdowns I’ve seen …
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AI from ChinaTM, right!When dependence becomes a strategic risk, self-reliance t…
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This is explored in my new book on Artificial Intelligence - AIlienMinds summary…
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Comment
The real shift may not be “one AI tool versus another AI tool”. It may be workflow governance. Many platforms are trying to reduce friction by putting more functions in one place. That helps. But the deeper problem is not only tool fragmentation. It is context fragmentation, decision fragmentation and execution fragmentation. The next advantage may come from systems that do not simply combine tools, but govern the full workflow: idea, context, task, document, decision, execution and continuity. In my view, the winners will not be the platforms with the longest feature list. They will be the systems that remove friction without creating new complexity for the user.
LinkedIn
AI Research & Models
Senior Consultant · Automotive & Complex System…
2026-05-31T15:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker wants AI systems to promote human wellbeing and flourishing by removing friction and governing the full workflow, which aligns with the value of beneficence. |
| Target justification | The speaker is focused on the user experience and how AI systems can benefit individual users by simplifying workflows and reducing complexity. |
| Coded at | 2026-06-11T08:34:28Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker wants AI systems to promote human wellbeing and flourishing by removing friction and governing the full workflow, which aligns with the value of beneficence.",
"target_justification": "The speaker is focused on the user experience and how AI systems can benefit individual users by simplifying workflows and reducing complexity."
}
```