Raw LLM Responses
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in
AI is incredibly powerful, but clients today are looking beyond the hype. The co…
7465103374976…
in
TBF, I can't think of a single company I would trust to self-regulate on anythin…
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in
I think part of this discussion may be focusing too narrowly on assessment metho…
7464397751410…
in
Marek Porycki, The archaeology framing is spot on. You keep the result and lose …
7466359779943…
in
For field robots, AI is not only about better conversation or coding. It is abou…
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in
This is exactly what we're building at G-Connect. The shift from "writing code" …
7464358082370…
in
AI has mastered one very human trait: refusing to admit it doesn't know. 😄 The b…
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in
The scale and speed of what the UAE is building around Agentic AI is genuinely r…
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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."
}
```