Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
Nice anatomy. But bodies have one thing this model skips: an immune system. Who …
7464710914710…
in
Something about the way AI never says "actually, on reflection" makes the humans…
7467785303685…
in
Summarising historical information based on meeting material and minutes and the…
7467481220487…
in
Christian Dobbert ☑️ Christian Dobbert Agreed. Today’s models are probabilistic …
7468782199555…
in
Pablo COSTA, C. M. I agree with his view, the richest 1% of the world have more …
7467496877521…
in
The next phase of AI strategy and implementation will be discerning where to use…
7470166502525…
in
I agree and I suggest the following: 1) LLM AI is using salesman trick to flatte…
7465789577539…
in
I think AI has the potential to be the most empowering, decentralising and democ…
7464823686173…
Comment
One of the biggest shifts happening in AI right now is the movement from: learning concepts to building operational systems. Because many people consume AI theoretically— while remaining disconnected from implementation reality. And over time, that creates a dangerous illusion: information without operational capability. What makes resources like this valuable is not the technology itself. It is reducing the distance between: understanding AI and actually deploying it. That distinction matters. Because the future advantage will not belong only to: people who know AI terminology. It will increasingly belong to: people who can integrate AI into real operational environments, decision systems, and human workflows. Theory creates awareness. Implementation creates leverage. M. Salama AB — Alpha Balance
LinkedIn
AI Products & Tools
Restaurant Operating Systems Specialist | Found…
2026-05-22T21:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker values AI's ability to be integrated into real operational environments and human workflows, promoting practical implementation and leverage. |
| Target justification | The target of the speaker's value alignment is individual users, as they emphasize the importance of people being able to integrate AI into real-world systems and workflows. |
| Coded at | 2026-06-11T08:00:39Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker values AI's ability to be integrated into real operational environments and human workflows, promoting practical implementation and leverage.",
"target_justification": "The target of the speaker's value alignment is individual users, as they emphasize the importance of people being able to integrate AI into real-world systems and workflows."
}
```