Raw LLM Responses
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in
Dr.Mohamed Nagy I do not think AI is a tool anymore because of the autonomy it n…
7463376781962…
in
My reflection. The question “aligned to whose values?” may become one of the def…
7465795763739…
in
This is a good practical breakdown. The real value is moving from “using Claude”…
7464633718218…
in
This resonates deeply. The conversation is shifting from AI capabilities to huma…
7466182478999…
in
This is the part many organisations still underestimate. AI itself is not the st…
7465032004703…
in
This is a powerful perspective. AI’s real value in research may be less about re…
7466276061354…
in
Library Learns Workers now are doing this. Memorizing code syntax will not be a …
7468780222067…
in
The real promise of AI is not replacing human thinking, but expanding what human…
7466493518585…
Comment
This is a very important shift. The real value in learning AI is not collecting more theory. It is understanding how separate tools, workflows, agents, memory, retrieval, and interfaces work together as one usable system. Practical learning starts when knowledge becomes architecture. And architecture only matters when it can solve real problems.
LinkedIn
AI Products & Tools
Restaurant Operating Systems Specialist | Found…
2026-05-30T00:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of understanding how AI components work together to solve real problems, implying a desire for AI to promote human wellbeing and flourishing. |
| Target justification | The comment focuses on the value of practical learning for individuals, highlighting the importance of understanding AI systems to solve real problems, which suggests the target is individual users. |
| Coded at | 2026-06-11T08:31:17Z |
Raw LLM Response
```json
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of understanding how AI components work together to solve real problems, implying a desire for AI to promote human wellbeing and flourishing.",
"target_justification": "The comment focuses on the value of practical learning for individuals, highlighting the importance of understanding AI systems to solve real problems, which suggests the target is individual users."
}
```