Raw LLM Responses
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G
No ai is just gonna wipe out and expose your corruption and hopefully put you in…
ytc_Ugw8HLgf6…
G
What if the only solution (and option for human survival) is for AI literally fa…
ytc_UgwLdo5ox…
G
that thing is being as serious as you can be AI can't have feelings, but they ca…
ytr_UgxNzcVgQ…
G
“People say will robots ‘simulate emotion’ if they simulate emotions they are fe…
ytr_UgyIO06WL…
G
The elephant in the room in this debate was AI - Artificial Intelligence - which…
ytc_UgzwwM6Bj…
G
AI will not create many new jobs, because it will do every "new" created job by …
ytc_Ugw-Ka715…
G
This makes sense for some jobs but not all jobs take Healthcare system if ya rem…
ytc_UgwCzgGeK…
G
Maybe this "predictive policing" should be applied to the Pasco Sheriffs office.…
ytc_UgzvQ1ZSx…
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"}
]