Raw LLM Responses
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in
The 'who benefits' framing exposes the governance gap. I see companies rushing t…
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in
This integrated perspective on enterprise AI architecture provides excellent gui…
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in
It’s striking how much the concerns of the Church, AI designers, builders, and u…
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in
This is a good practical breakdown. The real value is moving from “using Claude”…
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in
I find it rather ironic that, in the comments section, people who are willing to…
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in
Most people still use AI like a chatbot, while the real value starts when it bec…
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in
Mehran Shovkati that's a fair point. AI gives you the answer. SO forced you to u…
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Rebecca Human AI Trust Leader Thank you for always adding value apologies I am j…
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Comment
I agree that we need to examine not only what AI can do, but what organizational structures we build around it. One of the biggest lessons I've learned working with enterprise AI is that failures rarely come from the model alone. They come from human decisions about objectives, incentives, authority, accountability, oversight, and acceptable risk. The question isn't simply "aligned to what?" but also "who gets to decide, how is that decision made, and what happens when values conflict?" Technology may not be morally neutral, but governance isn't either. AI may be the technology, but governance is where our values become operational. Every risk threshold, escalation path, approval process, and deployment decision reflects a choice about what we value and what we are willing to accept.
LinkedIn
AI Safety & Risk
AI Transformation & Governance Leader | AI Adop…
2026-05-29T13:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of examining organizational structures and decision-making processes around AI, highlighting the need for accountability in governance. |
| Target justification | The speaker mentions working with enterprise AI and discusses the role of human decisions and governance within organizations, indicating that the target of alignment is organisations. |
| Coded at | 2026-06-11T08:29:49Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of examining organizational structures and decision-making processes around AI, highlighting the need for accountability in governance.",
"target_justification": "The speaker mentions working with enterprise AI and discusses the role of human decisions and governance within organizations, indicating that the target of alignment is organisations."
}
```