Raw LLM — Corpus Dashboard

Look up by comment ID

Random samples — click to inspect

G what infuriates me the most is that ai bros are angry at the people that even ma… ytc_UgxMdOWCw… G Now all the stupid politicians & celebrities are stepping in his place instead, … ytc_Ugwwnv23F… G Might be an improvement in the situation, but I really don’t see how AI could do… ytr_Ugx4Oj0fu… G Why think they will gain sentience? He says people cannot define it but why is t… ytc_Ugxi21zQe… G And later what it does is tries to Adapt to you, if you keep pressing on AI that… ytr_UgyKH2lCp… G Hi Dagogo, If people were to lose jobs who will purchase goods inturn how will t… ytc_UgxYRXWjA… G Lawyers are just gatekeepers of knowledge. In 10 years AI will absolutely replac… ytc_Ugzn5O4jg… G Question is what's the next 'smartphone' after this? The next to close sci fi … rdc_n7v6ia6

Comment

The description of LLMs is deficient. During training, Transformer technology adds context around the "next word" word by considering the surrounding words too. And that's critically important because now words have statistical probability on account of the idea behind why the word was used in the text and not just the fact it was present in the text. It gives the LLM a sense of "why" a word should appear as the next word. He also never describes reasoning models although uses examples of them. I think to understand LLMs in terms of alignment, its crucial to understand their training and structure and how that's evolved over time and how its likely to further evolve. Alex nailed it when he asked about their ability to alter their alignment or whether it was perpetually "built in" and it was never really discussed in any useful way. My 2c

youtube AI Governance 2025-11-27T07:3… ♥ 21

Coding Result

Dimension	Value
Responsibility	unclear
Reasoning	unclear
Policy	unclear
Emotion	indifference
Coded at	2026-04-27T06:24:53.388235

Raw LLM Response

[
{"id":"ytc_UgwB4HphivkiO5zOKrp4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_Ugy8hylunaTYKqWFvDN4AaABAg","responsibility":"unclear","reasoning":"mixed","policy":"unclear","emotion":"mixed"},
{"id":"ytc_Ugwdy-N1tOFiQXpFDnN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_UgwP7IDyX-8CwdCl8oh4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_Ugyyk1aP0fM8N39Npb94AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_Ugz8jWaaRMQ2k27LfUt4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_Ugwqx-TXWkYif1N5MnB4AaABAg","responsibility":"unclear","reasoning":"mixed","policy":"unclear","emotion":"fear"},
{"id":"ytc_UgwX4vMgJrPCtsJ4yiF4AaABAg","responsibility":"government","reasoning":"deontological","policy":"none","emotion":"outrage"},
{"id":"ytc_Ugylk8oftbe_sMUmdFJ4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgzGF9I54V-YRIP17AZ4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"unclear","emotion":"fear"}
]

Raw LLM Responses