Raw LLM Responses
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in
Greg Manto Fair point, the pipeline connects. If the big players only build ente…
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Tyrone Muhammad, BSDA exactly. SO was built for a time when finding the right an…
7466906916955…
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The idea of AI preserving and documenting the reasoning paths behind discovery i…
7468658490601…
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Thanks for emphasizing "a process of shared discernment.” In that context, it is…
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AI seriously disrupts the business model of academia. For decades, many academic…
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Library Learns Workers now are doing this. Memorizing code syntax will not be a …
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Perhaps the next era of human value will not be defined by repetitive productivi…
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Here is Anthropic’s response... Claims to be skeptical of: “8x more code per qua…
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Comment
The industry is moving from AI hype to AI accountability. The real question was never whether AI can replace humans — it’s whether companies can use it sustainably, strategically, and at scale. The future belongs to organizations that combine human expertise with AI efficiency, not those trying to choose one over the other.
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Sr. SEO Analyst | 7+ Years | Technical SEO • Li…
2026-05-26T16:2…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | sustainability |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for companies to use AI sustainably and strategically, implying a desire for accountability in AI development and deployment. |
| Target justification | The speaker addresses the industry and organisations, stating that the future belongs to those that combine human expertise with AI efficiency, indicating a focus on organisational benefit. |
| Coded at | 2026-06-11T08:18:05Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "sustainability",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for companies to use AI sustainably and strategically, implying a desire for accountability in AI development and deployment.",
"target_justification": "The speaker addresses the industry and organisations, stating that the future belongs to those that combine human expertise with AI efficiency, indicating a focus on organisational benefit."
}
```