Raw LLM Responses
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in
Christian Dobbert ☑️ Christian Dobbert Agreed. Today’s models are probabilistic …
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Strong reflection. I agree that the real debate is anthropological, not only tec…
7465460271290…
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The industry is moving from AI hype to AI accountability. The real question was …
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Matthew Kilkenny Well, it looks well to me as if Universities are being surpasse…
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Pascal BORNET The most important AI decisions today are about governance, owners…
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Enrique Marq, I really appreciate the engineering and the idea behind this, it’s…
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Biggest mistake I see people make... they test Claude with fake work. Use it on …
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We have to find alternative ways to ensure the use of AI is limited to copilotin…
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Comment
The interesting question isn't whether recursive self-improvement happens overnight, but how much AI-assisted progress compounds before we notice the shift. If AI can already accelerate software development and the duration of autonomous tasks keeps expanding, the challenge becomes less about capability and more about governance, transparency, and alignment. The winners may not be the companies building the most powerful models, but those that earn the most trust while deploying them responsibly.
LinkedIn
AI Safety & Risk
Senior Frontend Engineer | React · TypeScript ·…
2026-06-05T15:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | transparency |
| Secondary value | accountability |
| Alignment target | society |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of governance, transparency, and alignment, indicating a primary concern for transparency in AI development. |
| Target justification | The speaker discusses the impact of AI on society as a whole, mentioning the need for trust and responsible deployment, which suggests that the target of alignment is society. |
| Coded at | 2026-06-11T08:38:37Z |
Raw LLM Response
```json
{
"value_primary": "transparency",
"value_secondary": "accountability",
"target": "society",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of governance, transparency, and alignment, indicating a primary concern for transparency in AI development.",
"target_justification": "The speaker discusses the impact of AI on society as a whole, mentioning the need for trust and responsible deployment, which suggests that the target of alignment is society."
}
```