Raw LLM Responses
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in
Honestly, the part that stood out to me wasn’t how much energy a single AI query…
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in
"Kudos to those capable of working on complexity at such extraordinary speed." -…
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in
If AI takes over repetitive work, that's not the end of human value it's an oppo…
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in
Yes, students can now use AI to generate essays without deeply reading books, bu…
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in
Recognizing an Organizational Data Steward is a sign of organizational maturity.…
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in
I dunno. Claude is very judgy. At two different points, it accused me of fabrica…
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in
This is the part many organisations still underestimate. AI itself is not the st…
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The best leaders right now are the ones who've made "cite your source and show y…
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Comment
I think we're witnessing a shift from AI as a tool to AI as a workforce. Whether recursive self-improvement arrives in 2 years or 20 years, companies are already facing a more immediate challenge: How do you orchestrate AI agents, memory, context, permissions, and execution safely at scale? The winners won't necessarily have the smartest model. They'll have the best AI operating system.
LinkedIn
AI Safety & Risk
Chief Executive Officer at Autoflowly
2026-06-05T16:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need to orchestrate AI agents safely at scale, indicating a primary concern for safety. |
| Target justification | The speaker discusses companies facing challenges and the potential winners in the AI landscape, indicating that the target of alignment is organisations. |
| Coded at | 2026-06-11T08:38:55Z |
Raw LLM Response
```json
{
"value_primary": "safety",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need to orchestrate AI agents safely at scale, indicating a primary concern for safety.",
"target_justification": "The speaker discusses companies facing challenges and the potential winners in the AI landscape, indicating that the target of alignment is organisations."
}
```