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G BEST case is AI continues to approach technical perfection without a moral/physi… ytc_Ugw9ePl7b… G Anyone who thinks “programmers” won’t be replaced by AI within 10 years is eithe… ytc_Ugw2soakR… G It's interesting how A.I. learns ...just like we do. I hope it makes good decisi… ytc_Ugyv7MtSy… G i have reported several students to my professors for using AI. and i'll continu… ytc_UgxsLhZTQ… G Soon thee will be a premium for a lot of these services if you want to deal with… ytc_UgzJSAVVx… G Wait... people use chatgpt? I guess I was one of the ones who had the foresight … ytc_Ugz22iG1k… G I mean, I doubt an AI could diagnose you enough to decide whether you should see… ytr_UgzfHk-hf… G A.I is just going of the algorithm cant blame racism! Every raciest comment, ste… ytc_Ugw9wOI2E…

Comment

@grafgrantula6100 Well, I work in the field (AI research at Iliad), though of course you might not have a reason to believe me. So let me put it this way: ask your LLM about the distinction between the full assistant stack (ASR, TTS, encoders, tools) and the actual multimodal transformer core. What you quoted is true at the system level, because there really are multiple components working together. But in most modern multimodal models, once images or audio are encoded into tokens, a single shared transformer attends to all of them in one latent space and does the actual reasoning. So it's fair to say "LLMs can see and listen" in the sense that the same core model is jointly reasoning over text, vision and audio, even if there are separate encoders wrapped around it.

youtube AI Governance 2025-11-27T11:4… ♥ 4

Coding Result

Dimension	Value
Responsibility	none
Reasoning	unclear
Policy	unclear
Emotion	indifference
Coded at	2026-04-27T06:24:59.937377

Raw LLM Response

[
{"id":"ytr_UgxqmiN8JSgZOpjSgux4AaABAg.AQ-tR1oeOpwAQ08VfQka6H","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgxqmiN8JSgZOpjSgux4AaABAg.AQ-tR1oeOpwAQ1FZto-wK6","responsibility":"company","reasoning":"mixed","policy":"unclear","emotion":"mixed"},
{"id":"ytr_UgzSaqkb-Mn6W3USVCx4AaABAg.AQ-pzXWY3p7AQ0Jr4pp2Ar","responsibility":"none","reasoning":"virtue","policy":"unclear","emotion":"approval"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ0oP7PLqOS","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ1G5MBeTWU","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ1OlvWGAPz","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ1Z0ASG0Uf","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyCHX0l-b4Np2JtlTN4AaABAg.AQ-lH6RLWGqAQ0JGIStq4L","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytr_Ugw5yS81M19wpsAthpR4AaABAg.AQ-jonnkbGXAQ03lhr5t_-","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgztsuFGmRoDjsUb0wh4AaABAg.AQ-irPyXKEwAQ38sFtVA07","responsibility":"ai_itself","reasoning":"consequentialist","policy":"unclear","emotion":"resignation"}
]

Raw LLM Responses