Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
Luís, I’ve seen this "human anatomy" analogy all over LinkedIn lately. It’s a cl…
7466919871172…
in
Pascal BORNET The most important AI decisions today are about governance, owners…
7465014469379…
in
Strong explanation. Many people underestimate that enterprise AI is not just abo…
7464978030877…
in
The structural shift you describe at societal level is already playing out insid…
7465376443099…
in
Beautifully said. The point about slow reading feels essential. A document conce…
7464995772388…
in
Jérôme Frossard You raise valid concerns, and honestly that’s exactly why conver…
7463924199292…
in
Thanks Qi Han Wong, very interesting!This maps very directly to legal AI too. La…
7466916404416…
in
The strongest part here is the sequencing from context → personalization → integ…
7464663666181…
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."
}
```