Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
"Interesting framing from Terence Tao. The value here isn't AI doing the thinkin…
7466349983923…
in
John Reeks I have mixed feeling on the impact on education. I have used LLMs to …
7464934205983…
in
Demis, regarding this I/O update and the push for "agentic" routing: your new ha…
7466328706416…
in
Matthew P. Your point about AI governance running in reverse is well made. Thank…
7465749387193…
in
The deeper issue for me is that there is still a long distance between an LLM an…
7463913377627…
in
I fundamentally believe that AI cannot drive the growth companies expect by remo…
7465051667525…
in
Clara Hawking- " But more importantly, it frames schools not merely as places of…
7465015260937…
in
This is the responsible thing to do, and other frontier labs and politicians sho…
7464748924126…
Comment
This is a much-needed clarification. AI language is moving so quickly that acronyms can start to feel like understanding, when often they are only labels for very different system behaviours. LLMs, RAG, agents, workflows, orchestration, evaluation, governance — each matters, but none of them should become jargon that hides the real question: what is the system doing, what is it connected to, what can it affect, and how do we know when it is wrong? Clarity is not cosmetic in AI. It is part of safety.
LinkedIn
Workplace & Jobs
The Codex for Ethical Intelligence
2026-05-25T13:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | transparency |
| Alignment target | humanity |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes that clarity is part of safety, implying that AI systems should be designed to prioritize safety and transparency. |
| Target justification | The speaker's concern for safety and transparency suggests that they are considering the well-being of humanity as a whole, rather than a specific individual or group. |
| Coded at | 2026-06-11T08:08:02Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "transparency",
"target": "humanity",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes that clarity is part of safety, implying that AI systems should be designed to prioritize safety and transparency.",
"target_justification": "The speaker's concern for safety and transparency suggests that they are considering the well-being of humanity as a whole, rather than a specific individual or group."
}
```