Raw LLM Responses
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in
The cost is only going to get higher as well. As there is more of a can’t live w…
7466032816540…
in
The real shift is not AI replacing humans. It is AI exposing how much of our wor…
7464002714071…
in
Yes, organizations purchased AI licenses across teams without fully evaluating w…
7465617770982…
in
These new tools called "AI" will no doubt change human society very profoundly a…
7465347336014…
in
Exactly. AI is powerful, but many companies treated it like a replacement strate…
7465056015944…
in
Ramon Portillo, Ph.D. Maybe in some places, but I happen to be sitting in front …
7464793415382…
in
The confidence point is very recognisable, and it raises something I keep coming…
7467634070043…
in
The line about ensuring the safety of agentic systems is the part that matters m…
7465801898974…
Comment
Luís, AI becomes much clearer when you see it as one connected system instead of separate acronyms. LLMs reason, RAG grounds them in your data, agents take action, and MCP connects everything together. Real value comes when all four layers are designed to work as one flow, not in isolation.
LinkedIn
Workplace & Jobs
AI Strategy in a Day & AI Accelerator Lab for C…
2026-05-25T12:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of designing AI systems to work together as one flow, implying a desire for AI to promote human wellbeing and flourishing by providing real value. |
| Target justification | The comment appears to be addressed to organisations, as it discusses the benefits of integrating AI systems to improve their functionality and value. |
| Coded at | 2026-06-11T08:07:44Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of designing AI systems to work together as one flow, implying a desire for AI to promote human wellbeing and flourishing by providing real value.",
"target_justification": "The comment appears to be addressed to organisations, as it discusses the benefits of integrating AI systems to improve their functionality and value."
}
```