Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
the deeper issue may not be whether AI reflects human values. it may be whether …
7465280977913…
in
Honestly if you know all the principles of how to code and you've spent 3 years …
7467114298075…
in
Matthew Kilkenny, The real issue is why do we accept that Big Tech companies def…
7465312120876…
in
What strikes me is that we still talk about AI as if capability were the main va…
7465275718193…
in
The real concern isn't just what AI can do, it's how the power dynamics shift. I…
7465760590267…
in
Something about the way AI never says "actually, on reflection" makes the humans…
7467785303685…
in
Sabrina N. I don't think there is any one solution. I don't think bans and the u…
7465618166144…
in
As a career coach with the unemployed, clients most miss adding value, work rela…
7468738211868…
Comment
My reflection. The question “aligned to whose values?” may become one of the defining questions of this century. If AI becomes invisible moral infrastructure, then the issue is not only whether the system is intelligent, useful, or efficient. The deeper question is: whose worldview is embedded in it, whose incentives shaped it, and who remains accountable when its outputs start influencing human judgment? If AI ever appears to act with something resembling independent moral direction, humanity will still have to ask who gave it its original frame. That is why human responsibility cannot disappear behind the machine. The real risk is not only that AI becomes powerful. It is that people begin treating its outputs as authority without remembering that human beings, institutions, investors, and designers shaped the conditions under which that authority appeared. More reflexions come to mind.
LinkedIn
AI Safety & Risk
Building Missing Infrastructure for AI | Making…
2026-05-28T16:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | transparency |
| Alignment target | humanity |
| Stance | demanding |
| Emotion | fear |
| Value justification | The speaker emphasizes the need for human responsibility and accountability when AI systems influence human judgment, highlighting the importance of knowing whose values and incentives shaped the system. |
| Target justification | The speaker's concern is directed towards the impact of AI on humanity as a whole, emphasizing the need for humans to remain accountable and responsible for AI's outputs. |
| Coded at | 2026-06-11T08:28:15Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "transparency",
"target": "humanity",
"stance": "demanding",
"emotion": "fear",
"value_justification": "The speaker emphasizes the need for human responsibility and accountability when AI systems influence human judgment, highlighting the importance of knowing whose values and incentives shaped the system.",
"target_justification": "The speaker's concern is directed towards the impact of AI on humanity as a whole, emphasizing the need for humans to remain accountable and responsible for AI's outputs."
}
```