Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
The concern around AI isn’t really the technology itself... it’s blind trust wit…
7463902439612…
in
Interesting perspective. If AI agents eventually help build their successors, th…
7468889675819…
in
The massage is clear “If you don’t learn and apply AI now, you’ll be out of work…
7465335291432…
in
Yes, organizations purchased AI licenses across teams without fully evaluating w…
7465617770982…
in
One big question that stopped me while learning AI/LLMs: Till now, I understood …
7463627951033…
in
"Intelligence is not the ability to store information, but to know where to find…
7464018054570…
in
Nice automation. How do you prevent losing your authenticity and credibility wit…
7447163842377…
in
The most important decisions in AI are no longer about capability, they are abou…
7464919303570…
Comment
Very important perspective. The conversation around AI is increasingly shifting from capability to governance, incentives, and accountability. Technology alone does not determine outcomes. The structures, leadership decisions, and operational priorities surrounding that technology ultimately shape who benefits and who gets left behind.
LinkedIn
AI Policy & Regulation
$1B+ in Government & Private Sector Contracts W…
2026-05-27T12:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | fairness |
| Alignment target | society |
| Stance | demanding |
| Emotion | approval |
| Value justification | The comment emphasizes the need for governance, incentives, and accountability in AI development, indicating a primary concern for accountability. |
| Target justification | The comment discusses the impact of AI on who benefits and who gets left behind, suggesting a focus on the broader societal implications. |
| Coded at | 2026-06-11T08:23:13Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "fairness",
"target": "society",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The comment emphasizes the need for governance, incentives, and accountability in AI development, indicating a primary concern for accountability.",
"target_justification": "The comment discusses the impact of AI on who benefits and who gets left behind, suggesting a focus on the broader societal implications."
}
```