Raw LLM Responses
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in
The 'who benefits' framing exposes the governance gap. I see companies rushing t…
7464905715086…
in
Amanda Kasmira Brown, I am glad this encyclical endorses all those who have work…
7466138765304…
in
Ramon Portillo, Ph.D. Maybe in some places, but I happen to be sitting in front …
7464793415382…
in
This is the responsible thing to do, and other frontier labs and politicians sho…
7464748924126…
in
I think everyone is missing the picture and really over complicating things. In …
7465868725875…
in
I agree. Most students are not trying to break the rules, they are trying to nav…
7466111267821…
in
Very clear and practical framing. What I like about this analogy is that it sepa…
7464795251770…
in
For the last few years, the entire AI industry operated on a simple rule: if you…
7468721438821…
Comment
This is where AI gets interesting to me — not as one tool trying to do everything, but as coordinated systems built around specific work. In operations, that same thinking applies. Safety, quality, inventory, uptime, delivery, SOPs, and KPIs should not live in separate silos. The real value is when the system connects the signals and helps people act faster. That is the future of practical execution. Thanks for sharing.
LinkedIn
AI Research & Models
Manufacturing Operations Leader | Technical Tex…
2026-06-01T19:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker values AI systems that actively promote human wellbeing and flourishing by augmenting people and serving human goals, as seen in the comment's emphasis on coordinated systems and practical execution. |
| Target justification | The speaker appears to be considering the benefits of AI for individual users, such as helping people act faster and connecting signals, rather than focusing on organizational or societal benefits. |
| Coded at | 2026-06-11T08:36:14Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker values AI systems that actively promote human wellbeing and flourishing by augmenting people and serving human goals, as seen in the comment's emphasis on coordinated systems and practical execution.",
"target_justification": "The speaker appears to be considering the benefits of AI for individual users, such as helping people act faster and connecting signals, rather than focusing on organizational or societal benefits."
}
```