Raw LLM Responses
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in
This is such an important reality check especially when studies are already show…
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in
The checklist is solid. The honest caveat is that Day 3, building your voice fil…
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in
If task is vague, they complete the wrong thing fast. The hands need guardrails.…
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in
I think everyone is missing the picture and really over complicating things. In …
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in
Pascal BORNET The real question is not job displacement but value reallocation. …
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Luís Rodrigues This is a universally relatable breakdown, Luís. My governance mi…
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in
Use of computers is not without consequences, you literally speak to yourself on…
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in
This is the right framing. AI coding works best when you treat it like a build p…
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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."
}
```