Raw LLM Responses

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Comment
William Waites I am really currious to hear from the Academic Integrity officers that will work on this wave of assessments and dissertations because the agentic revoluction, claude cowork/code, and OpenAI codex have diffused very recently and they offer a new level of options that are starting to percolate down to students. It is probably a minority of students using them effectively, but I found a few in my narrow sample of dissertations, if you extrapolate from that it should be around 20-30%. And they generate a new level of complexity in academic integrity forensic, as I explained in other replies, they can be used to avoid mechanical fake references, but concept stretching and erronous content hallucination requires manual checking that might slip through, and might actually be harder for the student to spot even if they read the source because they are trusting the AI so much thet they might end up missunderstanding the source.
LinkedIn AI Research & Models Senior Lecturer at University of Southampton 2026-05-26T16:1…
Coding Result
DimensionValue
Primary valueunclear
Secondary valuenone
Alignment targetindividual_users
Stanceskeptical
Emotionunclear
Value justificationThe speaker is concerned about the potential for AI to generate complex and convincing but erroneous content, which could undermine academic integrity.
Target justificationThe speaker is focused on the impact of AI on individual students, particularly those who may be using AI tools to generate content for their dissertations.
Coded at2026-06-11T08:18:01Z
Raw LLM Response
``` { "value_primary": "academic_integrity", "value_secondary": "none", "target": "individual_users", "stance": "skeptical", "emotion": "concern", "value_justification": "The speaker is concerned about the potential for AI to generate complex and convincing but erroneous content, which could undermine academic integrity.", "target_justification": "The speaker is focused on the impact of AI on individual students, particularly those who may be using AI tools to generate content for their dissertations." } ```