Raw LLM Responses
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in
AI is incredibly powerful, but clients today are looking beyond the hype. The co…
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in
The gym membership line is gold but the question underneath it is dead serious. …
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in
The uncomfortable question may be even deeper: who is really directing AI right …
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in
Use of computers is not without consequences, you literally speak to yourself on…
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in
"This is the heart of AI – helping in real, human moments. The agentic era you m…
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in
The structural shift you describe at societal level is already playing out insid…
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in
The interesting question isn't whether recursive self-improvement happens overni…
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Dr.Mohamed Nagy I do not think AI is a tool anymore because of the autonomy it n…
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Comment
Jérôme Frossard You raise valid concerns, and honestly that’s exactly why conversations like this matter. The issue isn’t just AI itself, it’s who controls it, how it’s deployed, how transparent it is, and whether society has any meaningful oversight in the process. Technology introduced at massive scale without public understanding or democratic discussion naturally creates distrust. I don’t think the answer is blind adoption or blind rejection. I think the answer is verification, transparency, accountability, and systems that encourage cross checking rather than dependence on a single source of “truth.” That’s partly why I’ve been so interested in concepts like consensus based AI systems. Not to replace human judgment, but to strengthen it by comparing perspectives, exposing inconsistencies, and reducing the risks of centralized influence or bias. At the end of the day, AI should remain a tool that serves humanity, not a system humanity quietly adapts itself around.
LinkedIn
General AI Discourse
Founder | Building ConsensusAI – AI Consensus &…
2026-05-23T12:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | transparency |
| Secondary value | accountability |
| Alignment target | society |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for transparency, verification, and accountability in AI systems, indicating a primary concern for transparency. |
| Target justification | The speaker mentions the importance of public understanding, democratic discussion, and societal oversight, suggesting that the target of AI alignment is society as a whole. |
| Coded at | 2026-06-11T08:01:42Z |
Raw LLM Response
```
{
"value_primary": "transparency",
"value_secondary": "accountability",
"target": "society",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for transparency, verification, and accountability in AI systems, indicating a primary concern for transparency.",
"target_justification": "The speaker mentions the importance of public understanding, democratic discussion, and societal oversight, suggesting that the target of AI alignment is society as a whole."
}
```