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in This is a significant shift in the AI governance conversation because it moves A… 7465110075464… in Tao is right that AI lowers the cognitive friction of exploring crazier paths. T… 7466223599805… in Pascal BORNET Your emphasis on 'who decides and benefits' is a powerful point. T… 7464912080656… in Love this insight! That's why thorough testing against good data will be the onl… 7466886300189… in Honestly if you know all the principles of how to code and you've spent 3 years … 7467114298075… in So true. People never wunder why they are pushing Ai. It's not for the greater g… 7464931619611… in “NVIDIA has already lost China” sounds punchy, but it collapses under the first … 7463621866650… in This is the right framing. AI coding works best when you treat it like a build p… 7465368820279…

Comment

The problem with that is that humans rarely serve other humans; they generally serve themselves. AI has put knowledge into the hands of everyone, not just the gatekeepers. It is human and institutional nature to protect power and information when doing so serves their interests. Look at how the Roman Catholic Church responded to allegations of abuse within the institution. Critics argue that, in many cases, protecting the institution was prioritised over protecting victims. That is just one classic example of how organisations can place self-preservation ahead of transparency and accountability.

LinkedIn AI Policy & Regulation Public Interest Advocate 2026-05-29T04:1…

Coding Result

Dimension	Value
Primary value	accountability
Secondary value	transparency
Alignment target	society
Stance	critical
Emotion	outrage
Value justification	The speaker emphasizes the need for accountability and transparency, citing the example of the Roman Catholic Church's response to allegations of abuse, where institutional self-preservation was prioritized over protecting victims.
Target justification	The speaker's criticism is directed at societal institutions, such as the Roman Catholic Church, and their tendency to prioritize self-preservation over accountability and transparency, implying that the target of their concern is the broader society.
Coded at	2026-06-11T08:28:57Z

Raw LLM Response

```
{
  "value_primary": "accountability",
  "value_secondary": "transparency",
  "target": "society",
  "stance": "critical",
  "emotion": "outrage",
  "value_justification": "The speaker emphasizes the need for accountability and transparency, citing the example of the Roman Catholic Church's response to allegations of abuse, where institutional self-preservation was prioritized over protecting victims.",
  "target_justification": "The speaker's criticism is directed at societal institutions, such as the Roman Catholic Church, and their tendency to prioritize self-preservation over accountability and transparency, implying that the target of their concern is the broader society."
}
```

Raw LLM Responses