Raw LLM Responses
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in
Perhaps the next era of human value will not be defined by repetitive productivi…
7464182436818…
in
Honestly if you know all the principles of how to code and you've spent 3 years …
7467114298075…
in
This hits the core of the issue, Matthew Kilkenny. Technology is never morally n…
7465079911347…
in
I’m amazed by everything you’ve done, including your well deserved Nobel Prize, …
7463394877146…
in
If AI removes the repetitive work, the next bottleneck becomes judgment and acco…
7464630109967…
in
What a poor view of the future and of the way private economy works... the most …
7465317871401…
in
I agree with you that this deserves slow reading, not instant certainty dressed …
7464997226256…
in
Recursive self-improvement is one of the most fascinating and important concepts…
7468898922594…
Comment
Maarten Masschelein agreed this hits where most teams fail. Data stewardship isn’t a title, it’s discipline. Clean pipelines mean nothing if people don’t trust the data. The real test: can someone use your data without asking you? If not, it’s not a tech gap, it’s an ownership gap. Get this right, and AI delivers. Get it wrong, and you just scale confusion.
LinkedIn
AI Ethics & Trust
Data Strategy & Governance Advisor | Helping En…
2026-04-29T12:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | transparency |
| Secondary value | accountability |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of trustworthy data and clean pipelines, which implies a desire for transparency in data management. |
| Target justification | The comment is addressed to teams and organisations, implying that the speaker wants AI to be aligned with the value of transparency for the benefit of these entities. |
| Coded at | 2026-06-11T07:54:47Z |
Raw LLM Response
```
{
"value_primary": "transparency",
"value_secondary": "accountability",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of trustworthy data and clean pipelines, which implies a desire for transparency in data management.",
"target_justification": "The comment is addressed to teams and organisations, implying that the speaker wants AI to be aligned with the value of transparency for the benefit of these entities."
}
```