Raw LLM Responses
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in
This breakdown is excellent, Luís. What I see in real systems is that the “body”…
7464950955843…
in
I was devastated to know my interactions with your staff were less than satisfac…
7465381161993…
in
AI in research should feel like an AGI as removing the human from the loop might…
7466859369691…
in
Thanks for emphasizing "a process of shared discernment.” In that context, it is…
7465042436466…
in
Steady State Of Human Flourishing is the goal. Maximally Beneficial AI for Human…
7465078927896…
in
“Just the beginning” See THE HEROES AGENTIC AI I’ve been part of this journey fo…
7464253218248…
in
There can’t be anything more demoralising to a lecturer than marking work you ca…
7463911067119…
in
Users who are vulnerable, who are forming genuine relationships with AI, who are…
7464804939928…
Comment
Recognizing an Organizational Data Steward is a sign of organizational maturity. For this to work, a specific mindset must exist: "Stop fixing bad data; start tuning the process!" The shift from liability to strategic asset only happens when we stop treating data stewardship as a solo role and start seeing it as a collective responsibility. The twist? Everyone who manages a process is a Contributing Data Steward, led by Organizational Data Stewards. Now, for AI to be credible, the accountability must lie with those who feed the model.
LinkedIn
AI Ethics & Trust
Business Intelligence | Data Modeling | Object …
2026-04-30T19:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for accountability in AI systems, specifically that it must lie with those who feed the model. |
| Target justification | The comment discusses organizational maturity and the role of Organizational Data Stewards, indicating that the target of alignment is organisations. |
| Coded at | 2026-06-11T07:54:55Z |
Raw LLM Response
```json
{
"value_primary": "accountability",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for accountability in AI systems, specifically that it must lie with those who feed the model.",
"target_justification": "The comment discusses organizational maturity and the role of Organizational Data Stewards, indicating that the target of alignment is organisations."
}
```