Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
Bhawani Singh After understanding this, I can say with confidence that something…
7467191145207…
in
The cost is only going to get higher as well. As there is more of a can’t live w…
7466032816540…
in
Matthew Kilkenny ,I am not looking at this through a religious lens, but through…
7466324223091…
in
Luís Rodrigues This is a useful way to frame the AI stack. LLMs, RAG, agents, an…
7464782746461…
in
The EdTech point 👏🏾 If the systems being deployed in learning environments carry…
7464925358849…
in
Abu Dhabi goes beyond the adoption of AI - it is re‐architecting the very idea o…
7465470848326…
in
Do you honestly think it naturally follows that the net result will be AI, robot…
7464825611421…
in
I agree. Most students are not trying to break the rules, they are trying to nav…
7466111267821…
Comment
This has to be managed but there is always a missing part to this dicusssion - the potential net positive. If the obligations or reven rules are right, AI can be applied to generate exponential carbon savings across industry, serices and user activities.
LinkedIn
General AI Discourse
Sustainability / ESG Advisor and Mentor. Previo…
2026-05-21T11:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | sustainability |
| Secondary value | none |
| Alignment target | humanity |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker mentions 'exponential carbon savings' as a potential benefit of AI, indicating a focus on environmental sustainability. |
| Target justification | The speaker discusses the potential for AI to benefit 'industry, services and user activities', implying a broad focus on humanity as a whole. |
| Coded at | 2026-06-11T07:55:44Z |
Raw LLM Response
```
{
"value_primary": "sustainability",
"value_secondary": "none",
"target": "humanity",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker mentions 'exponential carbon savings' as a potential benefit of AI, indicating a focus on environmental sustainability.",
"target_justification": "The speaker discusses the potential for AI to benefit 'industry, services and user activities', implying a broad focus on humanity as a whole."
}
```