Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
The key issue may not be only how capable AI systems become, but how clearly the…
7468670000946…
in
Pascal BORNET The most important AI decisions today are about governance, owners…
7465014469379…
in
Each layer solves a different failure mode in AI systems, from static knowledge …
7464699588432…
in
Day 1 real task is the unlock honestly. I gave a new team member Claude and told…
7464645994912…
in
Demis. Stochastic weights won't solve AGI alignment or the megawatt energy wall.…
7463323625832…
in
This is exactly the conversation we need to have. AI should reduce human struggl…
7463866992173…
in
Pascal BORNET As automation expands, human value will shift toward judgment, cre…
7463929950031…
in
The agent-reasoning and agentic_rag implementations in this repo are standout fe…
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Comment
Very important perspective. The conversation around AI is increasingly shifting from capability to governance, incentives, and accountability. Technology alone does not determine outcomes. The structures, leadership decisions, and operational priorities surrounding that technology ultimately shape who benefits and who gets left behind.
LinkedIn
AI Policy & Regulation
$1B+ in Government & Private Sector Contracts W…
2026-05-27T12:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | fairness |
| Alignment target | society |
| Stance | demanding |
| Emotion | approval |
| Value justification | The comment emphasizes the need for governance, incentives, and accountability in AI development, indicating a primary concern for accountability. |
| Target justification | The comment discusses the impact of AI on who benefits and who gets left behind, suggesting a focus on the broader societal implications. |
| Coded at | 2026-06-11T08:23:13Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "fairness",
"target": "society",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The comment emphasizes the need for governance, incentives, and accountability in AI development, indicating a primary concern for accountability.",
"target_justification": "The comment discusses the impact of AI on who benefits and who gets left behind, suggesting a focus on the broader societal implications."
}
```