Raw LLM Responses
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in
} Hello Demis, I hope you are doing well. I have been following the progress of …
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Thank you for your reflections. I’ve ordered a hard copy, which will arrive in J…
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Funny how every AI discussion starts with “Will it replace humans?” while the qu…
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Mehran Shovkati that's a fair point. AI gives you the answer. SO forced you to u…
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AI seriously disrupts the business model of academia. For decades, many academic…
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Most people don’t actually need “autonomous agents,” they need reliable content …
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ETHICAL-Ai-NOW is all our responsibility do you agree or disagree?…
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Mohammed Shakeer Mohammed Shakeer The prevailing theory is that AI generated pro…
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Comment
Demis, thank you for the inspiring update — the progress with Gemini models, Omni capabilities, CodeMender, and the broader push toward AGI is truly remarkable. Standing at the foothills of the singularity is an exciting place to be. That said, one area that could dramatically amplify AI’s positive impact: unleashing more targeted initiatives for small businesses. SMBs drive the majority of job creation and economic dynamism, yet many lack the resources to access or develop frontier AI tools. Would Google/DeepMind consider dedicated programs — such as discounted or reserved compute resources, simplified AI development kits tailored for small teams, or open initiatives to help smaller companies build and deploy their own AI solutions? Broadening access this way would not only foster widespread innovation but also create a stronger foundation to sustain long-term enterprise AI growth. Excited to see how the ecosystem evolves.
LinkedIn
AI Safety & Risk
Private Market AI Intelligence | 144 Pre-IPO Re…
2026-06-08T03:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | economic_equity |
| Secondary value | none |
| Alignment target | unclear |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker wants AI to be aligned with economic equity by suggesting initiatives to help small businesses access frontier AI tools, thereby fostering widespread innovation and creating a stronger foundation for long-term enterprise AI growth. |
| Target justification | The target of the speaker's suggestion is small businesses, which are identified as driving the majority of job creation and economic dynamism, but lacking the resources to access or develop frontier AI tools. |
| Coded at | 2026-06-11T08:40:37Z |
Raw LLM Response
```
{
"value_primary": "economic_equity",
"value_secondary": "none",
"target": "small businesses",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker wants AI to be aligned with economic equity by suggesting initiatives to help small businesses access frontier AI tools, thereby fostering widespread innovation and creating a stronger foundation for long-term enterprise AI growth.",
"target_justification": "The target of the speaker's suggestion is small businesses, which are identified as driving the majority of job creation and economic dynamism, but lacking the resources to access or develop frontier AI tools."
}
```