Raw LLM Responses
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in
Demis, regarding this I/O update and the push for "agentic" routing: your new ha…
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in
hey the biggest leap we need in ai right now isnt just better capabilities its m…
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in
Another reminder that innovation without human dignity eventually becomes extrac…
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in
The control problem is the part that keeps getting underweighted in these conver…
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in
My Perspective on AI’s Energy Footprint The issue is not a single AI query—it’s …
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in
The vending machine framing is the right diagnosis. The failure mode isn't the f…
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in
Hey Ruben Hassid - last week Claude hallucinated data when I asked it to analyze…
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in
This resonates beyond pure research. In finance and compliance, AI is beginning …
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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."
}
```