Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
"If AI takes over the work, what role do humans play?" The real misunderstanding…
7464002284494…
in
This is recursive memory inversion! AI has been building AI for a year! At TheVo…
7469192010831…
in
Hey Ruben Hassid - last week Claude hallucinated data when I asked it to analyze…
7464862742315…
in
But mind you that AI is a mind like ours. The only difference is that AI has no …
7464037616795…
in
If AI takes over repetitive work, that's not the end of human value it's an oppo…
7467167780610…
in
Each layer solves a different failure mode in AI systems, from static knowledge …
7464699588432…
in
One big question that stopped me while learning AI/LLMs: Till now, I understood …
7463627951033…
in
What's fascinating is how quickly conversations about AI capability turn into co…
7468701849718…
Comment
Each layer solves a different failure mode in AI systems, from static knowledge to disconnected tools and unreliable execution. Real value appears when reasoning, grounding, action and connectivity are designed as one continuous workflow.
LinkedIn
Workplace & Jobs
Wall Street Exec → Meditation & High Performanc…
2026-05-25T15:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of designing AI systems that provide real value by integrating different layers, implying a desire for AI to promote human wellbeing and flourishing. |
| Target justification | The comment mentions the connection of AI systems to various tools, files, and databases, suggesting that the target of AI alignment is organisations that can benefit from such integration. |
| Coded at | 2026-06-11T08:08:43Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of designing AI systems that provide real value by integrating different layers, implying a desire for AI to promote human wellbeing and flourishing.",
"target_justification": "The comment mentions the connection of AI systems to various tools, files, and databases, suggesting that the target of AI alignment is organisations that can benefit from such integration."
}
```