Raw LLM Responses
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in
This is one of the most important conversations in AI today because it moves bey…
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GitHub is no longer just a “code repository website” GitHub today is far beyond …
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150 applications without response, is normal for many jobs, with or without AI. …
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Most people still use AI like a chatbot, while the real value starts when it bec…
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As the Pink Floyd song goes: "Welcome... to... the machine." Certainly we will n…
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John Reeks I have mixed feeling on the impact on education. I have used LLMs to …
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Honestly, going from "AI will automate the boring stuff" to "doing cardio to kee…
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Vatican is now taking interest in AI Safety - its important and significant. Vat…
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Comment
This breakdown is excellent, Luís. What I see in real systems is that the “body” only works when each layer is treated as a first‐class component, not an afterthought. Most teams invest heavily in the brain (LLM) and the hands (agents), but the nervous system (MCP) is where reliability, governance, and real‐world integration actually live. LLMs think. RAG grounds. Agents act. MCP keeps the whole organism alive. Great analogy!
LinkedIn
Workplace & Jobs
Pre‑Sales & Solutions Engineering | Senior .NET…
2026-05-26T08:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of treating each layer as a first-class component, implying that accountability and reliability are crucial for the system to function properly. |
| Target justification | The speaker appears to be addressing organisations or teams that develop and implement AI systems, highlighting the need for a more integrated approach to ensure reliability and governance. |
| Coded at | 2026-06-11T08:12:58Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of treating each layer as a first-class component, implying that accountability and reliability are crucial for the system to function properly.",
"target_justification": "The speaker appears to be addressing organisations or teams that develop and implement AI systems, highlighting the need for a more integrated approach to ensure reliability and governance."
}
```