Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
AI search didn’t just scale Peter it rewired the sequence of how decisions form.…
7463633522927…
in
Clara, your theological training makes you the ideal person to see what this enc…
7465059852088…
in
Dan Martell This is very underrated advice for AI tools almost nobody talks abou…
7464795085214…
in
Exactly. AI is powerful, but many companies treated it like a replacement strate…
7465056015944…
in
What’s striking in this wave of progress isn’t just the acceleration of capabili…
7463461943815…
in
The agent-reasoning and agentic_rag implementations in this repo are standout fe…
7458159271403…
in
Using AI-generated videos or voices to make it appear as if celebrities or billi…
7464019361888…
in
I'm glad OpenAI and the Vatican are in sync, but I'm skeptical of the AI corps o…
7465011472990…
Comment
Very relevant. The easiest thing to copy today: UI + feature layer. The hardest thing to copy: Years of customer trust, usage patterns, internal workflows, and real-world distribution. A strong AI product isn’t just model + interface. It’s: AI + proprietary context + workflow integration + user trust + operational scale That’s where defensibility compounds. Great visual Rubén Domínguez Ibar
LinkedIn
AI Policy & Regulation
AI Product Manager helping PMs and builders bre…
2026-05-25T01:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | unclear |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of 'customer trust' and 'user trust' as a key factor in making an AI product defensible, implying that trust is a vital value for AI systems to embody. |
| Target justification | The comment is addressed to organisations, as it discusses the competitive advantage and defensibility of AI products in a business context, indicating that the target of alignment is organisations. |
| Coded at | 2026-06-11T08:05:04Z |
Raw LLM Response
```
{
"value_primary": "trust",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of 'customer trust' and 'user trust' as a key factor in making an AI product defensible, implying that trust is a vital value for AI systems to embody.",
"target_justification": "The comment is addressed to organisations, as it discusses the competitive advantage and defensibility of AI products in a business context, indicating that the target of alignment is organisations."
}
```