Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
Soon down the road, at this scale, AI will likely run out of compute capacity to…
7465078937405…
in
This is one of the most practical breakdowns I've seen on getting started with C…
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in
The vending machine framing is the right diagnosis. The failure mode isn't the f…
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in
the deeper issue may not be whether AI reflects human values. it may be whether …
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in
For entry level positions AI isxa big threat because their tasks are typically t…
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in
I am afraid it is a little too late. It is naive to think we can go back and sta…
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in
Avnish Gulati Definitely need to feed that AI body good data in order to reach o…
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in
While there's some general wisdom in Pope Leo's AI encyclical, it also completel…
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Comment
Strong framing. From a founder’s POV, the AI question is not just capability, it is governance. If the value created by AI is not tied to clear ownership, incentives, and access, faster systems can scale the wrong outcomes just as quickly.
LinkedIn
AI Policy & Regulation
Founder @ Deuex Solutions | Helping startups an…
2026-05-27T04:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | fairness |
| Alignment target | society |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of governance and clear ownership, indicating a desire for accountability in AI systems. |
| Target justification | The comment discusses the impact of AI on society as a whole, implying that the target of alignment is the broader societal structure. |
| Coded at | 2026-06-11T08:20:54Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "fairness",
"target": "society",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of governance and clear ownership, indicating a desire for accountability in AI systems.",
"target_justification": "The comment discusses the impact of AI on society as a whole, implying that the target of alignment is the broader societal structure."
}
```