Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
I use AI to create investment strategies. It helps me with all my due diligence.…
7464900816940…
in
Keith King, I have encountered this critical issue with AI Labs and was led to p…
7464885314868…
in
AI from ChinaTM, right!When dependence becomes a strategic risk, self-reliance t…
7463584807743…
in
GitHub is no longer just a “code repository website” GitHub today is far beyond …
7459658045506…
in
Rand Strauss There is no alignment problem for LLM tech, so long as it makes mon…
7465676247977…
in
This is a very important shift. The real value in learning AI is not collecting …
7466277292600…
in
Exciting developments, especially around multimodal reasoning, scientific accele…
7463409372203…
in
Incredible pace of progress and some genuinely important breakthroughs especiall…
7463386122656…
Comment
The implications of this are far bigger than most people realize. If this works at scale, the UAE is not just digitizing government. It is redesigning the speed of the state itself. That changes everything: • business formation • compliance • licensing • investment velocity • policy execution • even where global talent chooses to build But the real question is not whether AI can automate workflows. It’s whether institutions can preserve human judgment once efficiency becomes addictive. Because the faster systems become, the more dangerous bad assumptions become too. A slow bureaucracy frustrates people. An incorrect autonomous decision at national scale can quietly affect millions before anyone notices. Still, strategically, this may become one of the boldest government operating model experiments in the world. Most countries are still debating AI policy. The UAE is already operationalizing AI as infrastructure.
LinkedIn
AI Policy & Regulation
Regional Executive Operations Leader | Governan…
2026-05-26T04:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | human_autonomy |
| Secondary value | safety |
| Alignment target | society |
| Stance | skeptical |
| Emotion | mixed |
| Value justification | The speaker emphasizes the importance of preserving human judgment in the face of increasing automation, implying a desire to maintain human control and autonomy. |
| Target justification | The comment discusses the potential impact of AI on the UAE's government and society as a whole, indicating that the target of alignment is the broader society. |
| Coded at | 2026-06-11T08:11:46Z |
Raw LLM Response
```
{
"value_primary": "human_autonomy",
"value_secondary": "safety",
"target": "society",
"stance": "skeptical",
"emotion": "mixed",
"value_justification": "The speaker emphasizes the importance of preserving human judgment in the face of increasing automation, implying a desire to maintain human control and autonomy.",
"target_justification": "The comment discusses the potential impact of AI on the UAE's government and society as a whole, indicating that the target of alignment is the broader society."
}
```