Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
Exactly. The real question isn’t what AI can do, but who controls it and how the…
7465024374396…
in
If Claude is already authoring over 80% of production code, recent graduates sho…
7468668715383…
in
the deeper issue may not be whether AI reflects human values. it may be whether …
7465280977913…
in
AI won’t replace leaders. It will expose organizations that lack governance, vis…
7465398484502…
in
Robert Studholme in my cloister/starship class I do exactly that after forcing t…
7464988414698…
in
In the context of AI, informal data stewards are the people catching the problem…
7455462971734…
in
#NewYorkState Capitol: #EnergyEfficient #HumanCentered #AI-#Quantum #Innovations…
7466516181236…
in
(sadly, the article is behind a paywall, so I don't know what it says... but I h…
7464526198379…
Comment
Exactly right Jesse — security by design not security by afterthought. The immune system analogy is perfect. An AI system without it doesn’t just get sick — it gets compromised quietly, often without anyone noticing until the damage is done.
LinkedIn
Workplace & Jobs
Founder @ TekCapitol · Turning existing data pl…
2026-05-25T23:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of security by design to prevent AI systems from getting compromised, which aligns with the value of safety. |
| Target justification | The comment appears to be addressed to organisations or developers, implying that they are the ones responsible for implementing security by design in AI systems. |
| Coded at | 2026-06-11T08:11:01Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of security by design to prevent AI systems from getting compromised, which aligns with the value of safety.",
"target_justification": "The comment appears to be addressed to organisations or developers, implying that they are the ones responsible for implementing security by design in AI systems."
}
```