Raw LLM Responses
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in
What’s fascinating is watching defense, finance, enterprise AI, and even the Vat…
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The real risk isn't AI taking our jobs, it's humans outsourcing their judgment s…
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Matthew Kilkenny...point3 stopped me immediately. "Human limitations are not def…
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Nothing being done in relation to AI is taking the long term view into account. …
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Evan Hunter Evan the nuclear analogy lands hard because it's exact. We didn't le…
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We have to find alternative ways to ensure the use of AI is limited to copilotin…
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Scott Schobert Totally agree! This is a major concern that is surfacing right no…
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The structural shift you describe at societal level is already playing out insid…
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Comment
Luís Rodrigues This is a useful simplification because many organisations still discuss these components independently rather than as an integrated operating system. From what I’ve seen, the real enterprise challenge rarely sits in the individual layers themselves. It emerges at the orchestration layer: - how context flows across systems - how permissions are governed - how decisions are validated - and how actions remain observable, controllable, and accountable at scale That’s where many AI deployments become significantly harder than the architecture diagrams suggest.
LinkedIn
Workplace & Jobs
Enterprise Transformation & Group Resilience Le…
2026-05-25T14:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | none |
| Alignment target | organisations |
| Stance | critical |
| Emotion | indifference |
| Value justification | The speaker emphasizes the importance of accountability in AI deployments, highlighting the need for observability, controllability, and accountability at scale. |
| Target justification | The speaker is addressing the challenges faced by organisations in deploying AI systems, indicating that the target of the value alignment is organisations. |
| Coded at | 2026-06-11T08:08:24Z |
Raw LLM Response
```json
{
"value_primary": "accountability",
"value_secondary": "none",
"target": "organisations",
"stance": "critical",
"emotion": "indifference",
"value_justification": "The speaker emphasizes the importance of accountability in AI deployments, highlighting the need for observability, controllability, and accountability at scale.",
"target_justification": "The speaker is addressing the challenges faced by organisations in deploying AI systems, indicating that the target of the value alignment is organisations."
}
```