Raw LLM Responses
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in
This is the part that matters most for enterprise governance. The issue is not w…
7464786422986…
in
Demis. Stochastic weights won't solve AGI alignment or the megawatt energy wall.…
7463323625832…
in
Pascal BORNET As automation expands, human value will shift toward judgment, cre…
7463929950031…
in
Strong perspective. A lot of AI discussions still focus primarily on capability,…
7464960982323…
in
Powerful progress — especially around agents, world understanding, CodeMender, a…
7463406323741…
in
Pascal BORNET The real question is not job displacement but value reallocation. …
7463911694587…
in
Most people don’t actually need “autonomous agents,” they need reliable content …
7450525939240…
in
Geographic anchoring may take care of logistical routing but at the same time er…
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Comment
What strikes me most is not only the speed of AI progress, but the cognitive shift it may require from society and education. If multimodal AI and agentic systems continue advancing this quickly, then AI literacy can’t remain limited to “learning tools.” We may need to prepare people, especially younger generations, for: discernment, judgment, verification, adaptability and the ability to think clearly in environments where generated information becomes increasingly seamless. The technology itself is moving fast. The bigger question may be whether human development, education, and societal understanding can evolve intentionally alongside it.
LinkedIn
AI Safety & Risk
AI Literacy Educator & Curriculum Architect | I…
2026-05-21T19:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | society |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker wants AI to promote human wellbeing and flourishing by enabling people to adapt to and effectively utilize the technology, which aligns with the value of beneficence. |
| Target justification | The speaker is concerned with the impact of AI on society as a whole, particularly in terms of education and human development, indicating that the target of alignment is society. |
| Coded at | 2026-06-11T07:56:12Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "society",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker wants AI to promote human wellbeing and flourishing by enabling people to adapt to and effectively utilize the technology, which aligns with the value of beneficence.",
"target_justification": "The speaker is concerned with the impact of AI on society as a whole, particularly in terms of education and human development, indicating that the target of alignment is society."
}
```