Raw LLM Responses
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in
For the last few years, the entire AI industry operated on a simple rule: if you…
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in
Nadeem — this is exactly why execution governance infrastructure is becoming cri…
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in
As AI becomes more influential in everyday life, keeping human dignity, responsi…
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Prashant K. Sahni Honestly one of the sharper takes in this thread. AI did not c…
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in
Thank you for your reflections. I’ve ordered a hard copy, which will arrive in J…
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in
Maarten Masschelein agreed this hits where most teams fail. Data stewardship isn…
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in
100% - It’s all about the value system that the AIs are introduced into. The who…
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150 applications without response, is normal for many jobs, with or without AI. …
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Comment
The concern around AI isn’t really the technology itself... it’s blind trust without verification. Every major technological leap in history created fear at first. Electricity, the internet, social media. AI is no different. The real question is not whether AI will exist, but how humanity chooses to guide, verify and govern it. That’s why I believe the future won’t belong to a single AI model or company. It will belong to systems that can compare, challenge and consensus-check information across multiple sources. In many ways, AI now needs what society has always needed:Checks and balances. The most dangerous thing isn’t AI.It’s confidence without transparency. The most powerful thing may become trusted consensus. #AI #ArtificialIntelligence #Trust #Innovation #FutureOfWork #ConsensusAI
LinkedIn
General AI Discourse
Founder | Building ConsensusAI – AI Consensus &…
2026-05-23T10:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | transparency |
| Secondary value | accountability |
| Alignment target | humanity |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for verification and governance of AI, highlighting the importance of transparency in building trust. |
| Target justification | The speaker frames the issue in terms of how humanity chooses to guide and govern AI, indicating a focus on the global community. |
| Coded at | 2026-06-11T08:01:16Z |
Raw LLM Response
```
{
"value_primary": "transparency",
"value_secondary": "accountability",
"target": "humanity",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for verification and governance of AI, highlighting the importance of transparency in building trust.",
"target_justification": "The speaker frames the issue in terms of how humanity chooses to guide and govern AI, indicating a focus on the global community."
}
```