Raw LLM — Corpus Dashboard

Look up by comment ID

Random samples — click to inspect

in Honestly if you know all the principles of how to code and you've spent 3 years … 7467114298075… in Most people treat Claude mastery as a 7-day checklist of features. The real cons… 7464654363311… in Pascal BORNET Your emphasis on 'who decides and benefits' is a powerful point. T… 7464912080656… in Matthew P. Your point about AI governance running in reverse is well made. Thank… 7465749387193… in We must always put humans first and government must have human oversight always,… 7464661412951… in AI is accelerating the creation of knowledge. The question for companies will no… 7466592570865… in Yes, organizations purchased AI licenses across teams without fully evaluating w… 7465617770982… in Let’s see an extraction based base level frequency hurting people’s brains? that… 7463956757233…

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."
}
```

Raw LLM Responses