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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John Reeks I have mixed feeling on the impact on education. I have used LLMs to …
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We'd better begin ramping up our human capital in the west. My decades-long plan…
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Mark Wagner 😎 📈 #Bentley #Asset #Management 💥 #BAM #Alert: 📢 MU, SNDK and DRAM a…
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Avnish Gulati Definitely need to feed that AI body good data in order to reach o…
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Gemini Omni, Gemini for Science, CodeMender, and SynthID all point to the same d…
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For field robots, AI is not only about better conversation or coding. It is abou…
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This is technologically impressive. But there is a profound difference between a…
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Comment
What feels especially important is that AI progress is no longer advancing along a single axis of model capability. The frontier is now moving across multiple layers simultaneously: multimodal world understanding agentic coordination scientific discovery security infrastructure workflow integration institutional adoption That changes the nature of the race entirely. The organizations that shape the next era likely will not just build the most capable models. They will build the systems that organizations, governments, and individuals can reliably integrate into real-world decision-making over long periods of time. Capability matters. But trust, interoperability, coordination, and societal absorbability may matter even more.
LinkedIn
AI Safety & Risk
Founder & CEO, Leider Capital | Creator of The …
2026-05-22T01:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | unclear |
| Secondary value | accountability |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of trust, interoperability, and societal absorbability in AI development, indicating a primary value of trust. |
| Target justification | The speaker mentions organizations, governments, and individuals as the entities that will integrate AI into real-world decision-making, with a focus on organizations that will shape the next era. |
| Coded at | 2026-06-11T07:57:17Z |
Raw LLM Response
```
{
"value_primary": "trust",
"value_secondary": "accountability",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of trust, interoperability, and societal absorbability in AI development, indicating a primary value of trust.",
"target_justification": "The speaker mentions organizations, governments, and individuals as the entities that will integrate AI into real-world decision-making, with a focus on organizations that will shape the next era."
}
```