Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
The problem with the analysis is that you establish a hypothetical situation in …
ytc_UgizhDQN0…
G
Honestly, all of these pro ai-art seem like people who are unwilling to put any …
ytc_Ugxu_iJNu…
G
Hollywood has tried various ways to envision our future. "Star Trek, the Next G…
ytc_UgzpvyS6n…
G
I'm sure everyone notices that now youtube will make you watch 2 unskippable ads…
ytc_Ugzj38iyQ…
G
Here are some quotes from Hannah Fry's "Hello World"
>Talley’s injuries woul…
rdc_feip2gy
G
I don't understand why YouTube allows AI ads that steal famous people's faces an…
ytc_Ugy3CTofs…
G
@josehumdinger6872 You cannot steal a style, you AI fanboy.
Stop comparing the …
ytr_UgzqORftB…
G
@alexandrabauer9180 Oh, bless your ignorant little heart. So, a whole culture is…
ytr_UgyVLQVQM…
Comment
For context, my earlier comment laid out a fuller critique. This is just a shorter addendum to narrow in on where I agree with you — and where I think the framing goes a bit too far.
I actually agree with you on several core points — especially the risk of illusory learning when effortful processing is bypassed. That concern is real, well-supported in cognitive psychology, and worth emphasizing.
Where I part ways is mostly in the framing. The opening claim (“you’re probably dumber”) feels rhetorically aggressive rather than scientifically precise. The study you discuss tests a very specific behavior — fully outsourcing writing to an LLM — and the results seem to support a narrower conclusion: disengagement increases when cognition is offloaded wholesale. That’s quite different from claiming a general decline in intelligence.
Similarly, EEG data speaks to cognitive state during a task, not long-term capacity. Lower activation can reflect disengagement, automation, or even efficiency, and without longitudinal follow-up it’s hard to justify claims about lasting cognitive harm.
I also think this is less an AI-specific pathology than a familiar learning problem. Passive summaries, lectures, and shortcuts have always created false fluency. AI amplifies that risk when used uncritically — but used as a tutor, critic, or reflective tool, it can actually deepen understanding, especially for motivated learners.
Interestingly, your conclusion lands in a place I largely agree with: AI should assist, not replace thinking, and struggle matters. My main disagreement is that the evidence supports that measured takeaway — not the more alarmist opening claim.
A fairer framing, to me, is:
when AI is used to bypass effortful cognition, learning suffers; when used intentionally, it can support deeper learning — but responsibility for thinking must stay with the learner.
youtube
2025-12-31T18:0…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | mixed |
| Policy | none |
| Emotion | indifference |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[{"id":"ytc_UgyGDDvnbafMPEQeUEB4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"indifference"},{"id":"ytc_Ugw1BSPUf1Uap2N1RH94AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"},{"id":"ytc_UgwYQuXlDiTdJ3gir1R4AaABAg","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"outrage"},{"id":"ytc_UgycN52FrGpQo7I0Vat4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},{"id":"ytc_UgzuzwePxLHunc_gGjV4AaABAg","responsibility":"user","reasoning":"virtue","policy":"none","emotion":"approval"},{"id":"ytc_UgxWs1F2BJnct1GmfEl4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"indifference"},{"id":"ytc_Ugwkyu4Hy35TG5geXmt4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},{"id":"ytc_UgzJZt_z7aIWO3Z-ivF4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"approval"},{"id":"ytc_Ugz9XqKwKemQEwdDqQZ4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"indifference"},{"id":"ytc_UgyRitKOnDqNI8iMMw14AaABAg","responsibility":"society","reasoning":"mixed","policy":"none","emotion":"resignation"}]