Raw LLM Responses
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in
Biggest mistake I see people make... they test Claude with fake work. Use it on …
7464739542424…
in
Rebecca Human AI Trust Leader Yes and no 🙂 I think that, as you stated, AI can "…
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in
We have to find alternative ways to ensure the use of AI is limited to copilotin…
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They first needs to demonstrate that your AI can operate at scale without infrin…
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Dr.Mohamed Nagy I do not think AI is a tool anymore because of the autonomy it n…
7463376781962…
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This is a significant shift in the AI governance conversation because it moves A…
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Pascal BORNET Your emphasis on 'who decides and benefits' is a powerful point. T…
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This is the part many organisations still underestimate. AI itself is not the st…
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Comment
Luís, I’ve seen this "human anatomy" analogy all over LinkedIn lately. It’s a clean framework, but it dangerously oversimplifies the reality of high-stakes environments. Bridging bedside medicine and AI architecture, I see a major flaw: this body is missing an immune system. In a hospital, "agents with hands" operating without strict, fail-closed deterministic gates is a recipe for fatal never-events. The clean logic of enterprise AI always shatters against the chaotic, noisy reality of clinical workflows. We need less hype about "brains" and more focus on "immune responses." I'd value your thoughts: 1) Technically, how do we architect this deterministic "immune system" into the MCP layer to intercept hallucinated agent actions? 2) Clinically, how do we stop this "brain + hands" hype from pushing leadership to deploy autonomous systems before EHR data is actually clean?
LinkedIn
Workplace & Jobs
Lead Clinical AI Architect | M.D. Candidate | …
2026-05-31T18:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | accountability |
| Alignment target | vulnerable_groups |
| Stance | critical |
| Emotion | fear |
| Value justification | The speaker emphasizes the need for a 'deterministic immune system' to prevent fatal errors in high-stakes environments, indicating a primary concern for safety. |
| Target justification | The comment specifically mentions 'bedside medicine' and 'clinical workflows', suggesting that the target of the speaker's concern is vulnerable groups, such as patients. |
| Coded at | 2026-06-11T08:35:12Z |
Raw LLM Response
```json
{
"value_primary": "safety",
"value_secondary": "accountability",
"target": "vulnerable_groups",
"stance": "critical",
"emotion": "fear",
"value_justification": "The speaker emphasizes the need for a 'deterministic immune system' to prevent fatal errors in high-stakes environments, indicating a primary concern for safety.",
"target_justification": "The comment specifically mentions 'bedside medicine' and 'clinical workflows', suggesting that the target of the speaker's concern is vulnerable groups, such as patients."
}
```