Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
This is not just digital transformation anymore — it’s institutional transformat…
7465093117613…
in
In the context of AI, informal data stewards are the people catching the problem…
7455462971734…
in
Assessment shapes behaviour. Change the assessment, change the behaviour. When g…
7464220733544…
in
People need to relax a bit. Elon isn't even close to the richest person in the w…
7464968330307…
in
Do you honestly think it naturally follows that the net result will be AI, robot…
7464825611421…
in
The deeper shift here is the move from models that respond to prompts to systems…
7463592290788…
in
Pradeep Sanyal You just defined the exact battlefield of next-gen AI Governance,…
7463581957491…
in
What stands out is the emphasis on ownership, AI can accelerate execution, but t…
7465192382968…
Comment
The "8x more code per quarter" stat is the one that should make people pause. Not because AI is replacing engineers, but because the feedback loop is already compressing. Every 4 months the task horizon doubles. At some point "we'll deal with alignment later" stops being a reasonable answer. Dario's right that the window to get this right is narrower than it looks.
LinkedIn
AI Safety & Risk
Building FreeAcademy.ai · Free AI Education for…
2026-06-06T02:2…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | none |
| Alignment target | humanity |
| Stance | demanding |
| Emotion | fear |
| Value justification | The speaker emphasizes the need to address alignment now, implying a concern for safety and risk control in the face of rapidly advancing AI capabilities. |
| Target justification | The comment expresses a concern for the broader implications of AI development on humanity, rather than a specific group or individual. |
| Coded at | 2026-06-11T08:39:43Z |
Raw LLM Response
```json
{
"value_primary": "safety",
"value_secondary": "none",
"target": "humanity",
"stance": "demanding",
"emotion": "fear",
"value_justification": "The speaker emphasizes the need to address alignment now, implying a concern for safety and risk control in the face of rapidly advancing AI capabilities.",
"target_justification": "The comment expresses a concern for the broader implications of AI development on humanity, rather than a specific group or individual."
}
```