Raw LLM — Corpus Dashboard

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in 🚨 Silent UI Fragmentation: The legacy, single-tap TTS "Speaker" integration was … 7466118625612… in Rebecca Human AI Trust Leader Yes and no 🙂 I think that, as you stated, AI can "… 7463864377721… in Most organizations are still experimenting with AI assistants. The UAE appears t… 7464884042363… in If task is vague, they complete the wrong thing fast. The hands need guardrails.… 7464694646338… in 150 applications without response, is normal for many jobs, with or without AI. … 7466317691755… in The gym membership line is gold but the question underneath it is dead serious. … 7464058726577… in The deeper challenge may be that concepts such as dignity, truth, justice, and p… 7464999926620… in Powerful progress — especially around agents, world understanding, CodeMender, a… 7463406323741…

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