Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
Thanks Qi Han Wong, very interesting!This maps very directly to legal AI too. La…
7466916404416…
in
This is the part many organisations still underestimate. AI itself is not the st…
7465032004703…
in
The real concern isn't just what AI can do, it's how the power dynamics shift. I…
7465760590267…
in
Prashant K. Sahni Honestly one of the sharper takes in this thread. AI did not c…
7465011288415…
in
For field robots, AI is not only about better conversation or coding. It is abou…
7463314655923…
in
This resonates beyond pure research. In finance and compliance, AI is beginning …
7466375932891…
in
I agree and I suggest the following: 1) LLM AI is using salesman trick to flatte…
7465789577539…
in
Respecting your struggle over the last many years Matthew, it’s good to know fin…
7465141383905…
Comment
Everything will move this direction. Local models running for regulated industries and those seeking privacy for IP security. It is the same reason Punky Tiger Labs created the PCIe card to turn any desktop PC into an AI machine.
LinkedIn
General AI Discourse
Fractional GTM & Growth Strategist | Helping AI…
2026-05-21T16:2…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | privacy |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker mentions 'privacy for IP security' as a driving factor for the shift towards local AI models, indicating a desire to protect sensitive information. |
| Target justification | The speaker references 'regulated industries' and the development of products like the PCIe card for desktop PCs, suggesting that the target of this value alignment is organisations, particularly those in industries with strict regulations. |
| Coded at | 2026-06-11T07:55:48Z |
Raw LLM Response
```
{
"value_primary": "privacy",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker mentions 'privacy for IP security' as a driving factor for the shift towards local AI models, indicating a desire to protect sensitive information.",
"target_justification": "The speaker references 'regulated industries' and the development of products like the PCIe card for desktop PCs, suggesting that the target of this value alignment is organisations, particularly those in industries with strict regulations."
}
```