Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
TBF, I can't think of a single company I would trust to self-regulate on anythin…
7464674843976…
in
Your framework elegantly explains why some AI projects deliver impressive protot…
7464651535508…
in
One underrated shift AI is creating is lowering the barrier between having an id…
7466893609330…
in
This is a good practical breakdown. The real value is moving from “using Claude”…
7464633718218…
in
Using WALL-E as a futuristic reference for “taking care of all our problems” mis…
7465021757649…
in
It’s striking how much the concerns of the Church, AI designers, builders, and u…
7470334293974…
in
Sheshadri Bhattacharyya I’m rooting for Google too. The vision is right, AI orch…
7464322030213…
in
Alexey Volkov 🇺🇦 cuts deeper. Narrow AI as assisting tools CAN have ROI. General…
7465093278334…
Comment
This is a sharp observation about workflow fatigue as AI tools proliferate. The shift from individual model capabilities to integrated experiences is crucial for real-world adoption and delivering meaningful value. Frictionless execution will certainly define the next phase of AI innovation.
LinkedIn
AI Research & Models
Shaping the Future of AI, Data & Digital | Anal…
2026-05-31T16:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | society |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of delivering meaningful value through integrated experiences, which aligns with the value of beneficence, promoting human wellbeing and flourishing. |
| Target justification | The target is society, as the comment discusses the impact of AI innovation on real-world adoption and the next phase of AI development, implying a broader societal benefit. |
| Coded at | 2026-06-11T08:34:47Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "society",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of delivering meaningful value through integrated experiences, which aligns with the value of beneficence, promoting human wellbeing and flourishing.",
"target_justification": "The target is society, as the comment discusses the impact of AI innovation on real-world adoption and the next phase of AI development, implying a broader societal benefit."
}
```