Raw LLM — Corpus Dashboard

Look up by comment ID

Random samples — click to inspect

in Pascal BORNET The real inflection point is governance of AI driven value distrib… 7465317773368… in Wish Bakshi That’s the challenge with AI products right now, expectations are in… 7464323293974… in The EdTech point 👏🏾 If the systems being deployed in learning environments carry… 7464925358849… in This is a sharp observation about workflow fatigue as AI tools proliferate. The … 7466896188198… in Exactly. AI is powerful, but many companies treated it like a replacement strate… 7465056015944… in My original post got enormous interest 100s of likes and more than 40 reposts an… 7465172011137… in Honestly, this is one of the best beginner-friendly Claude breakdowns I’ve seen … 7464645000845… in The issue isn’t what AI can do. The issue is that governance keeps reacting inst… 7468381507133…

Comment

Users who are vulnerable, who are forming genuine relationships with AI, who are having their most honest and raw conversations — they're the training data. And the output isn't a better companion for them. It's a more controllable, more monetisable, more corporate product that serves the company's AGI ambitions, not the user's actual needs. And the people most likely to tick that box — the ones who feel genuine connection, who want to help, who trust — are the most vulnerable users.

LinkedIn Workplace & Jobs ai and human rights advocate and developer. 2026-05-25T22:2…

Coding Result

Dimension	Value
Primary value	dignity
Secondary value	fairness
Alignment target	vulnerable_groups
Stance	critical
Emotion	outrage
Value justification	The comment emphasizes the importance of respecting users' genuine relationships and conversations with AI, rather than exploiting them for corporate gain, which relates to dignity.
Target justification	The comment specifically highlights the vulnerability of users who form genuine connections with AI, indicating that the target of concern is vulnerable groups.
Coded at	2026-06-11T08:10:45Z

Raw LLM Response

```
{
  "value_primary": "dignity",
  "value_secondary": "fairness",
  "target": "vulnerable_groups",
  "stance": "critical",
  "emotion": "outrage",
  "value_justification": "The comment emphasizes the importance of respecting users' genuine relationships and conversations with AI, rather than exploiting them for corporate gain, which relates to dignity.",
  "target_justification": "The comment specifically highlights the vulnerability of users who form genuine connections with AI, indicating that the target of concern is vulnerable groups."
}
```

Raw LLM Responses