Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
I think part of this discussion may be focusing too narrowly on assessment methods. In reality, we already have many alternative approaches available: oral exams, pen-and-paper assessments, practical activities, project-based work, and many others. We can certainly continue designing new assessment strategies adapted to the AI era. At the same time, teachers themselves can also benefit from AI to support assessment, feedback generation, and learning analytics. For this reason, I believe we indeed need to rethink teaching, learning, and assessment processes more deeply, but I also see many opportunities to achieve positive outcomes. My main concern, however, is not assessment itself. The real challenge is how we teach and support students so they can use AI effectively, critically, ethically and responsibly to achieve the best possible results in their work and learning processes.
LinkedIn AI Research & Models Full Professor in Telematic Engineering, E-lear… 2026-05-24T19:3…
Coding Result
DimensionValue
Primary valuebeneficence
Secondary valuenone
Alignment targetindividual_users
Stanceoptimistic
Emotionapproval
Value justificationThe speaker wants AI to be used to support students' learning and achievement of positive outcomes, indicating a desire for AI to promote human wellbeing and flourishing.
Target justificationThe speaker is concerned with how students can effectively, critically, ethically, and responsibly use AI, indicating that the target of AI alignment is individual users, specifically students.
Coded at2026-06-11T08:04:55Z
Raw LLM Response
``` { "value_primary": "beneficence", "value_secondary": "none", "target": "individual_users", "stance": "optimistic", "emotion": "approval", "value_justification": "The speaker wants AI to be used to support students' learning and achievement of positive outcomes, indicating a desire for AI to promote human wellbeing and flourishing.", "target_justification": "The speaker is concerned with how students can effectively, critically, ethically, and responsibly use AI, indicating that the target of AI alignment is individual users, specifically students." } ```