Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
Luís Rodrigues I think this has to start higher and has to go deeper. First AI i…
7464915384601…
in
That headline is doing work the study never asked for. The MIT “Your Brain on Ch…
7464304238295…
in
Luís Rodrigues Great breakdown. One thing I would add: in enterprise AI, the wea…
7464745020533…
in
This is a much-needed clarification. AI language is moving so quickly that acron…
7464674047893…
in
Interesting perspective. What we're seeing is not the end of ChatGPT, but the sh…
7466961293816…
in
Marek Porycki, The archaeology framing is spot on. You keep the result and lose …
7466359779943…
in
This post captures why point solutions fail in enterprise environments. Real AI …
7464653468264…
in
Abu Dhabi goes beyond the adoption of AI - it is re‐architecting the very idea o…
7465470848326…
Comment
yeah the “AI layers” metaphor lands. i’ve learned the hard way that if you skip the “nervous system” part (where the agent can actually read the right docs + remember decisions), the “arms” just flail. it’ll do work, but you don’t trust any of it, so you end up re-checking everything manually and calling it automation anyway
LinkedIn
Workplace & Jobs
How to (actually) use AI.
2026-05-25T14:2…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | critical |
| Emotion | resignation |
| Value justification | The speaker emphasizes the importance of a reliable 'nervous system' to ensure the AI's decisions are trustworthy, implying a need for accountability in AI systems. |
| Target justification | The speaker mentions learning the hard way and having to re-check everything manually, indicating that the target of their concern is their own experience as an individual user. |
| Coded at | 2026-06-11T08:08:21Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "none",
"target": "individual_users",
"stance": "critical",
"emotion": "resignation",
"value_justification": "The speaker emphasizes the importance of a reliable 'nervous system' to ensure the AI's decisions are trustworthy, implying a need for accountability in AI systems.",
"target_justification": "The speaker mentions learning the hard way and having to re-check everything manually, indicating that the target of their concern is their own experience as an individual user."
}
```