Raw LLM Responses
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G
The podcast "Our Opinions Are Correct" gave me a way more interesting and nuance…
ytc_UgyfmRzcI…
G
In the beginning, AI affers the apple to humanity. Will this be in history for t…
ytc_UgzQkyHgJ…
G
Have you been paying attention? The difference between inventing the wheel and i…
ytr_UgycytbZi…
G
What!? I’m getting my social work master degree just to avoid unemployment due t…
ytc_Ugwr-pq3z…
G
I'm not that big a fan of AI, but what went through my head: If productivity rai…
ytc_UgzvdRn3N…
G
Ai art is useless there's no meaning, there's no emotion, there's only void in t…
ytc_Ugyo150Tq…
G
I was able to copy her Glazed and Nightshade art just to test if it actually wor…
ytr_Ugz5aDNFn…
G
@Wittgenstein. These are mostly technical additives a posteriori. At base level …
ytr_UgynjEvNK…
Comment
AI-driven adaptive systems can improve academic outcomes, particularly for older, self-directed learners, by offering personalised practice and immediate feedback. Case studies such as Squirrel AI in China show large-scale feasibility, but research consistently finds that the strongest results come from blended models where teachers remain central. For younger students, challenges like digital distraction, limited transfer to deeper skills, and the need for social and metacognitive interaction mean AI alone is insufficient. Multiple exposures, peer collaboration, and teacher scaffolding remain critical for retention and higher-order thinking. The evidence suggests AI is best used to complement educators—freeing time, diagnosing gaps, and tailoring learning—while teachers provide the motivation, social-emotional support, and reflective dialogue that AI cannot replicate.
youtube
2025-09-14T04:3…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | approval |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[
{"id":"ytc_Ugw4_RcIDPgeIVFnSQh4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgxPxfMHwvK9c8KMnxh4AaABAg","responsibility":"developer","reasoning":"mixed","policy":"none","emotion":"indifference"},
{"id":"ytc_UgxF4kOzzUKUCidcQzJ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_UgwNSPCgFUQq-w8OcpJ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_UgxtXLPoZd0t13VgYaZ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_UgyxqtrfigvqCHOTXDt4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytc_UgwqchZHR890ibCz9qF4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"unclear","emotion":"outrage"},
{"id":"ytc_UgzGSHb2kBXMM7nZG5t4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_Ugwdpg664pfXAi6xgL94AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_UgyamHcK6QhI65WpWad4AaABAg","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"outrage"}
]