Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
Beautifully said. The point about slow reading feels essential. A document conce…
7464995772388…
in
The honest version of the Microsoft / Uber story isn't "AI is too expensive." It…
7465622368929…
in
AI should serve the common good of all humanity. Its purpose should be to expand…
7466325098623…
in
This could become a very important turning point for edge AI. As models become s…
7463030462504…
in
I agree and I suggest the following: 1) LLM AI is using salesman trick to flatte…
7465789577539…
in
Marek Porycki, The archaeology framing is spot on. You keep the result and lose …
7466359779943…
in
As you mentioned, despite religion, this is something to follow as well as somet…
7464934917995…
in
I will say this. I can understand this analogy - for sure. It makes sense (as do…
7465108799117…
Comment
I am convinced the prices will only increase as the constraints surrounding AI services tighten (energy, water, real-estate, chips, etc..) but while the price was always going to be high once the subsidies started to whilttle away what i think is interesting is how ROI of AI will be measured going forward. For example, human hourly rate vs AI task completion is not apples to apples and may not necessarily spell the replacement of a persons job but if that task would have taken a team of Data Scientists a week then perhaps a $2k price seems fair for a quick run... the question might become, what work should the team delegate this week? This of course requires organisational understanding on AI friendly work, forward planning and a strategic adoption where it makes sense.
LinkedIn
Workplace & Jobs
Technology Strategist & Chief Architect | Desig…
2026-05-27T15:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | economic_equity |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker is concerned with the economic implications of AI adoption, discussing ROI and the potential value of AI in certain tasks, which aligns with the value of economic equity. |
| Target justification | The speaker is addressing the organisational level, discussing how companies should strategically adopt AI and delegate tasks to make the most of its capabilities, which indicates that the target is organisations. |
| Coded at | 2026-06-11T08:24:29Z |
Raw LLM Response
```
{
"value_primary": "economic_equity",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker is concerned with the economic implications of AI adoption, discussing ROI and the potential value of AI in certain tasks, which aligns with the value of economic equity.",
"target_justification": "The speaker is addressing the organisational level, discussing how companies should strategically adopt AI and delegate tasks to make the most of its capabilities, which indicates that the target is organisations."
}
```