Raw LLM Responses
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Wish Bakshi That’s the challenge with AI products right now, expectations are in…
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Mohammed Shakeer Mohammed Shakeer The prevailing theory is that AI generated pro…
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Congratulations Demis! We’re working on a new AI cognition model that represents…
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Pascal BORNET - getting awfully close to the Matrix concept of human batteries, …
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Strong perspective. A lot of AI discussions still focus primarily on capability,…
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Pascal BORNET The real inflection point is governance of incentives. AI is alrea…
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Rujuta Singh From what I have gathered..most of the work dont by AI engineer are…
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Scott Schobert Totally agree! This is a major concern that is surfacing right no…
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Comment
Robert Studholme in my cloister/starship class I do exactly that after forcing them to read in class and argmapping in groups and restricting the domain to only a few papers they can use. And I agree that for some students that play along seem to work well and they quickly realise that good AI work is more time consuming than the old school approach. Because the helpful bit is adversarial mode and it basically asks the student to do an extra layer of work. But I have the nagging feeling that in my class they do it, in other classes they adapt it to become an anti-detection strategy. I feel a bit guilty at times I might be enabling significantly more advanced cheating strategies. It is also confusing the Academic Integrity process because a student can play dumb and say that the different confusing practices around AI, some people banning it, some people actively encouraging within guardrails like we experimented, has generated whatever cheating they are being accused off.
LinkedIn
AI Research & Models
Senior Lecturer at University of Southampton
2026-05-26T10:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | honesty |
| Alignment target | individual_users |
| Stance | critical |
| Emotion | fear |
| Value justification | The speaker wants AI to be used in a way that promotes accountability and honesty, by making students do extra work to verify AI-generated content. |
| Target justification | The target of the speaker's concern is individual students, who may be using AI to cheat or develop anti-detection strategies. |
| Coded at | 2026-06-11T08:14:41Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "honesty",
"target": "individual_users",
"stance": "critical",
"emotion": "fear",
"value_justification": "The speaker wants AI to be used in a way that promotes accountability and honesty, by making students do extra work to verify AI-generated content.",
"target_justification": "The target of the speaker's concern is individual students, who may be using AI to cheat or develop anti-detection strategies."
}
```