Raw LLM Responses
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in
"Aligned to whose values" is the question the field has been avoiding precisely …
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I looked at the comments section here to check how many people tolerate and appr…
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The distinction between AI that supports learning and AI that removes the fricti…
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Two years ago I proposed to go luddite in year 1 and 2 of university (pen and pa…
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My original post got enormous interest 100s of likes and more than 40 reposts an…
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Funny how every AI discussion starts with “Will it replace humans?” while the qu…
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I believe they are just creating hypes for getting funding from the investors. E…
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Evan Hunter Evan the nuclear analogy lands hard because it's exact. We didn't le…
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Comment
Kun Cheng Absolutely. Physical AI becomes truly useful only when intelligence moves beyond isolated models into coordinated operational systems. The real challenge is not just perception or prediction, but continuously synchronized execution across sensors, telemetry, workflows, safety boundaries, governance, edge systems, and human decision loops. That operational coordination layer is where real-world autonomy either succeeds or fails.
LinkedIn
AI Safety & Risk
Founder & CEO, MonkDB
2026-05-23T00:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | none |
| Alignment target | humanity |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of safety boundaries in the operational coordination layer, indicating a primary concern for safety. |
| Target justification | The speaker discusses the need for coordinated operational systems that succeed or fail in the real world, implying a focus on the well-being of humanity as a whole. |
| Coded at | 2026-06-11T08:00:51Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "none",
"target": "humanity",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of safety boundaries in the operational coordination layer, indicating a primary concern for safety.",
"target_justification": "The speaker discusses the need for coordinated operational systems that succeed or fail in the real world, implying a focus on the well-being of humanity as a whole."
}
```