Raw LLM Responses
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in
The "8x more code per quarter" stat is the one that should make people pause. No…
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in
“Built right and deployed responsibly”...it remains to be seen how responsibly c…
7464053368362…
in
This is such an important conversation, Matthew Kilkenny! AI is advancing quickl…
7465142385119…
in
Everything will move this direction. Local models running for regulated industri…
7463262928163…
in
Pascal BORNET I love your posts. They're always funny and controversial enough t…
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in
I agree. The real question is not only whether AI is “aligned,” but what kind of…
7465101526240…
in
Very relevant perspective — AI creates the most value when it augments skilled p…
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Angharad Hurley Now that you point it out, I have a feeling that particular sent…
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Comment
Yes, organizations purchased AI licenses across teams without fully evaluating where they truly fit or add value. As a result, many employees have access to AI tools but barely use them. Some use them only like a Google search engine, while others use them without proper context or prompting. Because of this, AI budgets are getting exhausted very quickly. Now organizations are beginning to realize this challenge and are asking teams to follow specific guidelines for using AI more efficiently and with lower token consumption.
LinkedIn
Workplace & Jobs
Lead DevOps Architect | Driving Secure Azure Pl…
2026-05-28T04:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | economic_equity |
| Secondary value | none |
| Alignment target | organisations |
| Stance | critical |
| Emotion | indifference |
| Value justification | The speaker highlights the inefficient use of AI tools and the resulting exhaustion of AI budgets, implying a concern for the economic viability of AI adoption. |
| Target justification | The speaker specifically mentions organisations and their teams, indicating that the target of the value alignment is the companies that are adopting AI technology. |
| Coded at | 2026-06-11T08:26:22Z |
Raw LLM Response
```
{
"value_primary": "economic_equity",
"value_secondary": "none",
"target": "organisations",
"stance": "critical",
"emotion": "indifference",
"value_justification": "The speaker highlights the inefficient use of AI tools and the resulting exhaustion of AI budgets, implying a concern for the economic viability of AI adoption.",
"target_justification": "The speaker specifically mentions organisations and their teams, indicating that the target of the value alignment is the companies that are adopting AI technology."
}
```