Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
I’m not Catholic and I haven’t read the entire encyclical, but I agree with ever…
7465197218581…
in
Luís Rodrigues I think this has to start higher and has to go deeper. First AI i…
7464915384601…
in
Gemini Omni, Gemini for Science, CodeMender, and SynthID all point to the same d…
7465749046205…
in
This gets me thinking in lot of other examples of hidden inference Name in promp…
7466763853373…
in
Gemini for Science is honestly one of the most exciting parts here. If AI can ge…
7463621136371…
in
"If AI takes over the work, what role do humans play?" The real misunderstanding…
7464002284494…
in
The danger is that this will create a small club of people who “know what’s best…
7464870150492…
in
Matthew Kilkenny This really resonates. What stands out to me is how much of thi…
7466109742659…
Comment
The scale and speed of what the UAE is building around Agentic AI is genuinely remarkable. What stands out most is that this is not being approached as isolated AI projects, but as a national operating model transformation supported by infrastructure, governance, sovereign cloud capability, talent development, and institutional alignment. The shift from manual administration toward AI-enabled autonomous execution could fundamentally redefine how governments deliver services, accelerate decisions, and improve operational efficiency at scale.
LinkedIn
AI Policy & Regulation
Senior Procurement Manager & AgenticAI Thought …
2026-05-25T10:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | society |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment expresses a desire for AI to promote human wellbeing and flourishing by improving operational efficiency and accelerating decisions in government services. |
| Target justification | The target of the alignment is society, as the comment discusses how the UAE's AI system will impact the delivery of government services and improve operational efficiency for the public. |
| Coded at | 2026-06-11T08:06:21Z |
Raw LLM Response
```json
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "society",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment expresses a desire for AI to promote human wellbeing and flourishing by improving operational efficiency and accelerating decisions in government services.",
"target_justification": "The target of the alignment is society, as the comment discusses how the UAE's AI system will impact the delivery of government services and improve operational efficiency for the public."
}
```