Raw LLM Responses
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in
The next phase of AI strategy and implementation will be discerning where to use…
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Most people treat Claude mastery as a 7-day checklist of features. The real cons…
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I think Internet Computer Protocol will play a role. This is the whois info on t…
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Though not still in league of claude code or even codex but the direction is rig…
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JMS -- Digital engineering (with twins and simulation) is one side of a coin tha…
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I also come to the world of AI in education via Theology, and also value the tim…
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Going from one sentence to a fully published video is wild. The fact that this r…
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My Perspective on AI’s Energy Footprint The issue is not a single AI query—it’s …
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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."
}
```