Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
Sabrina N. I don't think there is any one solution. I don't think bans and the u…
7465618166144…
in
The shift from isolated tutorials to open-sourcing actual enterprise-grade, prod…
7463135266371…
in
This could become a very important turning point for edge AI. As models become s…
7463030462504…
in
The danger is that this will create a small club of people who “know what’s best…
7464870150492…
in
Beautifully said. The point about slow reading feels essential. A document conce…
7464995772388…
in
This is a major signal. What is emerging is not only a new generation of models,…
7463372171843…
in
I agree. The real question is not only whether AI is “aligned,” but what kind of…
7465101526240…
in
Exactly, Jeremiah. Isolated layers can’t deliver the full value of enterprise AI…
7464990931843…
Comment
Excellent post pro From a security perspective: LLM: Protect against prompt injection, jailbreaks & unsafe outputs RAG: Enforce data access control, sanitize retrieved content Agent: Apply least privilege + human-in-the-loop for sensitive/irreversible actions MCP: Zero-trust between services, strong authentication & encrypted communication
LinkedIn
Workplace & Jobs
Cloud Security Architect | Zero Trust & Identit…
2026-05-25T17:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | accountability |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The commenter emphasizes the need for security measures such as protecting against prompt injection and enforcing data access control, which aligns with the value of safety. |
| Target justification | The commenter is addressing security concerns from an organisational perspective, indicating that the target of the alignment is organisations. |
| Coded at | 2026-06-11T08:09:08Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "accountability",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The commenter emphasizes the need for security measures such as protecting against prompt injection and enforcing data access control, which aligns with the value of safety.",
"target_justification": "The commenter is addressing security concerns from an organisational perspective, indicating that the target of the alignment is organisations."
}
```