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in [COPY-PASTE START] [GATEKEEPER STATUS REPORT] System Status: Operational / High-… 7467972625013… in Strong explanation — especially the shift from isolated models toward layered AI… 7464654815554… in "What Terence Tao is describing isn't AI doing the mathematics; it's AI handling… 7467415654153… in Users who are vulnerable, who are forming genuine relationships with AI, who are… 7464804939928… in This resonates beyond pure research. In finance and compliance, AI is beginning … 7466375932891… in Jérôme Frossard You raise valid concerns, and honestly that’s exactly why conver… 7463924199292… in Pascaline Amuzu Isn't it sad that people need work to show up? Maybe this is a c… 7465660200553… in What stands out is how quickly AI development is moving from narrow task perform… 7463516737792…

Comment

Really thoughtful framing I don’t think AI can be “disarmed” in the sense that competition, power and commercial incentives will simply disappear. But it can be slowed down, redirected and governed better — especially in education, where the stakes are not only productivity, but the formation of people. For me the key question is: who gets to define what “better learning” means? If it is only vendors optimizing for engagement, retention or scale, we will get one kind of education. If teachers, researchers, parents and students are genuinely involved, we may get something much more human. So maybe “disarming AI” is not about stopping the technology. It is about refusing to let speed, profit and geopolitical pressure become the only design principles.

LinkedIn AI Policy & Regulation EdTech Dots / CTO at 1000ideas / AGH University… 2026-05-26T13:1…

Coding Result

Dimension	Value
Primary value	human_autonomy
Secondary value	beneficence
Alignment target	vulnerable_groups
Stance	demanding
Emotion	approval
Value justification	The speaker emphasizes the importance of involving teachers, researchers, parents, and students in defining what 'better learning' means, implying a desire for human autonomy and control over AI-driven education.
Target justification	The comment highlights the need to consider the impact of AI on education, particularly for students, who can be seen as a vulnerable group, and emphasizes the importance of prioritizing their formation and well-being.
Coded at	2026-06-11T08:16:47Z

Raw LLM Response

```
{
  "value_primary": "human_autonomy",
  "value_secondary": "beneficence",
  "target": "vulnerable_groups",
  "stance": "demanding",
  "emotion": "approval",
  "value_justification": "The speaker emphasizes the importance of involving teachers, researchers, parents, and students in defining what 'better learning' means, implying a desire for human autonomy and control over AI-driven education.",
  "target_justification": "The comment highlights the need to consider the impact of AI on education, particularly for students, who can be seen as a vulnerable group, and emphasizes the importance of prioritizing their formation and well-being."
}
```

Raw LLM Responses