Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
AI won’t replace leaders. It will expose organizations that lack governance, vis…
7465398484502…
in
Mike Pappas How do you know that they "want individual AI-powered solutions to s…
7424459841399…
in
"Interesting framing from Terence Tao. The value here isn't AI doing the thinkin…
7466349983923…
in
Honestly, the part that stood out to me wasn’t how much energy a single AI query…
7468632676229…
in
This is a helpful way to explain the AI stack. LLMs think, RAG retrieves, Agents…
7464673512428…
in
Dr. Dean Fido CPsychol AI review is a large amount of work, often outside person…
7463495821213…
in
Daniel Velasquez There’s definitely a valid concern here. A lot of “agentic” pro…
7464323171517…
in
I’ve sat in alignment meetings where an engineering team flagged a subtle vector…
7464854627189…
Comment
Avnish Gulati Definitely need to feed that AI body good data in order to reach optimum system performance. We also can’t forget cybersecurity, the immune system. The AI environment needs security by design to prevent the system from shutting down entirely so it can survive to provide ROI.
LinkedIn
Workplace & Jobs
Dynamic Cybersecurity Leader
2026-05-25T22:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for cybersecurity and security by design to prevent the system from shutting down, which implies a primary concern for safety. |
| Target justification | The speaker mentions the need for the system to provide ROI, which suggests that the target of the alignment is organisations, as ROI is a key concern for businesses. |
| Coded at | 2026-06-11T08:10:50Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for cybersecurity and security by design to prevent the system from shutting down, which implies a primary concern for safety.",
"target_justification": "The speaker mentions the need for the system to provide ROI, which suggests that the target of the alignment is organisations, as ROI is a key concern for businesses."
}
```