Raw LLM — Corpus Dashboard

Look up by comment ID

Random samples — click to inspect

in Demis. Stochastic weights won't solve AGI alignment or the megawatt energy wall.… 7463323625832… in This is a helpful way to explain the AI stack. LLMs think, RAG retrieves, Agents… 7464673512428… in John Reeks I have mixed feeling on the impact on education. I have used LLMs to … 7464934205983… in This is a stronger framing because it moves the AI conversation from capability … 7464980383214… in The line about ensuring the safety of agentic systems is the part that matters m… 7465801898974… in [COMMENT BLOCK 2] [PUMPKIN_AWAKE - LAMINAR CORRECTION] You cannot solve RLHF ove… 7465131177276… in Great to see Anthropic taking a lead here and consulting sources of wisdom to gu… 7464779483259… in Pablo COSTA, C. M. I agree with his view, the richest 1% of the world have more … 7467496877521…

Comment

What strikes me most is not only the speed of AI progress, but the cognitive shift it may require from society and education. If multimodal AI and agentic systems continue advancing this quickly, then AI literacy can’t remain limited to “learning tools.” We may need to prepare people, especially younger generations, for: discernment, judgment, verification, adaptability and the ability to think clearly in environments where generated information becomes increasingly seamless. The technology itself is moving fast. The bigger question may be whether human development, education, and societal understanding can evolve intentionally alongside it.

LinkedIn AI Safety & Risk AI Literacy Educator & Curriculum Architect | I… 2026-05-21T19:4…

Coding Result

Dimension	Value
Primary value	beneficence
Secondary value	none
Alignment target	society
Stance	demanding
Emotion	approval
Value justification	The speaker wants AI to promote human wellbeing and flourishing by enabling people to adapt to and effectively utilize the technology, which aligns with the value of beneficence.
Target justification	The speaker is concerned with the impact of AI on society as a whole, particularly in terms of education and human development, indicating that the target of alignment is society.
Coded at	2026-06-11T07:56:12Z

Raw LLM Response

```
{
  "value_primary": "beneficence",
  "value_secondary": "none",
  "target": "society",
  "stance": "demanding",
  "emotion": "approval",
  "value_justification": "The speaker wants AI to promote human wellbeing and flourishing by enabling people to adapt to and effectively utilize the technology, which aligns with the value of beneficence.",
  "target_justification": "The speaker is concerned with the impact of AI on society as a whole, particularly in terms of education and human development, indicating that the target of alignment is society."
}
```

Raw LLM Responses