Raw LLM Responses
Inspect the exact model output for any coded comment.
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Random samples — click to inspect
in
Well said—declaring "RIP ChatGPT" misses the mark, like swapping out a screwdriv…
7467028778037…
in
I'm glad OpenAI and the Vatican are in sync, but I'm skeptical of the AI corps o…
7465011472990…
in
Honest take: most AI video tools generate decent first drafts, but they fall apa…
7464737005411…
in
"This is the heart of AI – helping in real, human moments. The agentic era you m…
7463317274083…
in
The scary part about AI isn’t just job replacement. It’s that humans get meaning…
7464779763283…
in
The “Ministries shift from operators to supervisors” line is the real story here…
7464614875823…
in
The SynthID coalition is the most underappreciated announcement here. OpenAI emb…
7463315772019…
in
Alexey Volkov 🇺🇦 cuts deeper. Narrow AI as assisting tools CAN have ROI. General…
7465093278334…
Comment
Safety of agentic systems starts with visibility. Most deployment failures don’t announce themselves — they drift. The gap between what the system reports and what it actually does is where the risk compounds silently.
LinkedIn
AI Safety & Risk
Built the protocol that stops irreversible mist…
2026-05-21T19:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | transparency |
| Alignment target | none |
| Stance | demanding |
| Emotion | fear |
| Value justification | The speaker emphasizes the importance of safety in agentic systems, highlighting the risks that can arise from deployment failures. |
| Target justification | The comment does not explicitly mention a specific target group, instead focusing on the general issue of safety in agentic systems. |
| Coded at | 2026-06-11T07:56:19Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "transparency",
"target": "none",
"stance": "demanding",
"emotion": "fear",
"value_justification": "The speaker emphasizes the importance of safety in agentic systems, highlighting the risks that can arise from deployment failures.",
"target_justification": "The comment does not explicitly mention a specific target group, instead focusing on the general issue of safety in agentic systems."
}
```