Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
This points to a deeper shift than cost curves. What’s breaking isn’t just the p…
7424109776378…
in
They first needs to demonstrate that your AI can operate at scale without infrin…
7463618187113…
in
The line about ensuring the safety of agentic systems is the part that matters m…
7465801898974…
in
What is happening right now is historically unprecedented: Religious institution…
7465453158098…
in
The vending machine framing is the right diagnosis. The failure mode isn't the f…
7465177444812…
in
This is what happens when companies don’t truly understand what they are getting…
7465465083406…
in
Strong explanation — especially the shift from isolated models toward layered AI…
7464654815554…
in
Joop Remmé Humanity has good, evil, and all of the grey in between. Remove one, …
7465005712167…
Comment
This is a powerful perspective. AI’s real value in research may be less about replacing human creativity and more about reducing friction, helping researchers explore ideas that were once too complex, time-consuming, or unconventional to pursue. Terence Tao’s view captures the potential of AI as a true partner in discovery.
LinkedIn
AI Research & Models
Director of Artificial Intelligence at NVIDIA |…
2026-05-29T23:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment highlights AI's potential to promote human wellbeing and flourishing by assisting researchers in exploring new ideas and reducing cognitive friction. |
| Target justification | The target of AI alignment is individual users, specifically researchers, who can benefit from AI's assistance in their work. |
| Coded at | 2026-06-11T08:31:13Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment highlights AI's potential to promote human wellbeing and flourishing by assisting researchers in exploring new ideas and reducing cognitive friction.",
"target_justification": "The target of AI alignment is individual users, specifically researchers, who can benefit from AI's assistance in their work."
}
```