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in The real question behind AI is exactly right, who benefits and who sets the dire… 7465690499882… in @Demis Hassabis You admit the need for "safety in agentic systems." But you are … 7463325330771… in Abu Dhabi targeting 50% of government operations run by autonomous AI agents is … 7464647546527… in What strikes me is that we still talk about AI as if capability were the main va… 7465275718193… in Exciting developments, especially around multimodal reasoning, scientific accele… 7463409372203… in "If AI takes over the work, what role do humans play?" The real misunderstanding… 7464002284494… in Pascal BORNET As automation expands, human value will shift toward judgment, cre… 7463929950031… in One aspect that stood out to me was the distinction between governance as a chec… 7468283280203…

Comment

The EdTech point 👏🏾 If the systems being deployed in learning environments carry the values and blind spots of their creators, then the question is not just what AI teaches but who is equipped to critically mediate it. That falls on educators and managers. And most of them have not been prepared for that responsibility. We talk a lot about AI governance at the policy and platform level. We talk very little about governance at the human layer, the people who sit between the algorithm and the learner, or between the algorithm and the employee. Quiet credibility is exactly right. And it has to be built at every level of an organization, not just at the top.

LinkedIn AI Policy & Regulation Senior L&D Leader | Leadership & Management Dev… 2026-05-26T06:2…

Coding Result

Dimension	Value
Primary value	accountability
Secondary value	none
Alignment target	individual_users
Stance	demanding
Emotion	approval
Value justification	The speaker emphasizes the need for educators and managers to be equipped to critically mediate AI, implying a desire for accountability in AI governance at the human layer.
Target justification	The target of the speaker's concern is individual users, specifically learners and employees, who are impacted by AI systems in learning environments and workplaces.
Coded at	2026-06-11T08:12:23Z

Raw LLM Response

```json
{
  "value_primary": "accountability",
  "value_secondary": "none",
  "target": "individual_users",
  "stance": "demanding",
  "emotion": "approval",
  "value_justification": "The speaker emphasizes the need for educators and managers to be equipped to critically mediate AI, implying a desire for accountability in AI governance at the human layer.",
  "target_justification": "The target of the speaker's concern is individual users, specifically learners and employees, who are impacted by AI systems in learning environments and workplaces."
}
```

Raw LLM Responses