Raw LLM Responses
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in
Strong explanation. Many people underestimate that enterprise AI is not just abo…
7464978030877…
in
Amanda Kasmira Brown, I am glad this encyclical endorses all those who have work…
7466138765304…
in
the deeper issue may not be whether AI reflects human values. it may be whether …
7465280977913…
in
If task is vague, they complete the wrong thing fast. The hands need guardrails.…
7464694646338…
in
Faster systems need wiser leaders. Not just smarter ones. Because "who decides w…
7465299042667…
in
Incredible milestones at I/O, Demis. The speed of Gemini 3.5 Flash and Omni open…
7463512819301…
in
The problem with that is that humans rarely serve other humans; they generally s…
7465979478859…
in
Fascinating glimpse into AI's accelerating capabilities and the crucial need for…
7468678138588…
Comment
Alvin Foo yes I also believe the future is agentic, but right now it is unsustainable. Compute costs are really high, and this is more a structural problem. Having 93+ agents running in parallel without a concern of how many tokens they are going to use is not an efficient approach at all. Ang Google really messed things up forcing its developer community to use antigravity 2.0, without any previous notice and developers just need the tools to build their agentic workflows, not a final product with a huge ticket price.
LinkedIn
AI Research & Models
Mechanical engineer building Python automations…
2026-05-24T14:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | sustainability |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | critical |
| Emotion | outrage |
| Value justification | The speaker expresses concern about the high compute costs and inefficient approach of running multiple agents in parallel, indicating a desire for sustainable AI practices. |
| Target justification | The speaker appears to be advocating for the needs and concerns of individual developers, who are being forced to adapt to new tools and workflows without sufficient support or consideration. |
| Coded at | 2026-06-11T08:04:32Z |
Raw LLM Response
```
{
"value_primary": "sustainability",
"value_secondary": "none",
"target": "individual_users",
"stance": "critical",
"emotion": "outrage",
"value_justification": "The speaker expresses concern about the high compute costs and inefficient approach of running multiple agents in parallel, indicating a desire for sustainable AI practices.",
"target_justification": "The speaker appears to be advocating for the needs and concerns of individual developers, who are being forced to adapt to new tools and workflows without sufficient support or consideration."
}
```