Raw LLM — Corpus Dashboard

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in Demis Hassabis The pace of AI advancement is becoming extraordinary. What stands… 7463308401939… in This is recursive memory inversion! AI has been building AI for a year! At TheVo… 7469192010831… in This is the part that matters most for enterprise governance. The issue is not w… 7464786422986… in Incredible pace of progress and some genuinely important breakthroughs especiall… 7463386122656… in What’s emerging here is less about search evolution and more about a shift in wh… 7463926552246… in Exactly, Jeremiah. Isolated layers can’t deliver the full value of enterprise AI… 7464990931843… in Most people don’t actually need “autonomous agents,” they need reliable content … 7450525939240… in Spatial equity remains a critical concern in urban planning today. Algorithmic t… 7465158041915…

Comment

Some needed context on both sides of the equation. We've recently added four software engineers to the Avnir team.Students/candidates: Two joined us through an internship. You significantly derisk that position for an employer if they can experience your intellectual curiosity, horsepower, learning velocity, and work ethic. Put your ego aside, hustle, learn new skills that Claude Code can't do (yet), and get your foot in the door to work in a fast-paced, high-pressure to produce outcomes (code is not an outcome!) team environment.Employers: I don't know a business that doesn't need fresh thinking. When you invest in the right kind of human talent, they'll amplify your AI investments. Recent grads think very differently from traditional software engineers. Other functions bring their customer- and product-centric knowledge to engineering, all in an effort to thrive amid the evolution toward AI-first thinking.

LinkedIn AI Safety & Risk Founder & CEO @ Avnir | Relationship Economics®… 2026-05-29T16:5…

Coding Result

Dimension	Value
Primary value	beneficence
Secondary value	none
Alignment target	individual_users
Stance	optimistic
Emotion	approval
Value justification	The comment emphasizes the importance of human talent and skills that complement AI, promoting a mutually beneficial relationship between humans and technology.
Target justification	The comment addresses both students and employers, but the primary focus is on individual users, such as students and candidates, who can benefit from the advice and guidance provided.
Coded at	2026-06-11T08:30:27Z

Raw LLM Response

```
{
  "value_primary": "beneficence",
  "value_secondary": "none",
  "target": "individual_users",
  "stance": "optimistic",
  "emotion": "approval",
  "value_justification": "The comment emphasizes the importance of human talent and skills that complement AI, promoting a mutually beneficial relationship between humans and technology.",
  "target_justification": "The comment addresses both students and employers, but the primary focus is on individual users, such as students and candidates, who can benefit from the advice and guidance provided."
}
```

Raw LLM Responses