Tootfinder

Yeah, call me a fucking baby anarchist, I don’t give a shit, because that’s exactly what I am. But don’t you dare shit on me just because I chose to watch a clip from Noam Chomsky.
Rudolf Rocker is the one who really inspires me, not Chomsky, so don’t fucking trash me just for watching a clip from Chomsky.
You do you and I’ll do me. Cool? Cool.
#Anarchism

I’m just a baby anarchist, okay? If you start arguing anarchism with me, I’ll probably blurt out, “Chomsky,” wait, no, not Chomsky, I mean, um, oh no, did I just say Chomsky? Sorry, my bad, I meant Noam, actually scratch that, he’s not even spicy enough for the group chat.
Actually, I meant Rudolf Rocker all along. I have a crush on his syndicalist takes, if you test me on theory, I’ll just pretend I’m reading Chomsky so I can collect some extra hate from the group chat, honestly, noth…

today I actually got to use the phrase "[system] can't do that because it requires a higher level of the Chomsky Hierarchy than we've got available"
**and it was the right answer to a product problem**
feels like the core plot arc of The Last Starfighter
"this apparently useless thing you've spent your life practicing? turns out, *today's the day*"

StackTrans: From Large Language Model to Large Pushdown Automata Model
Kechi Zhang, Ge Li, Jia Li, Huangzhao Zhang, Yihong Dong, Jia Li, Jingjing Xu, Zhi Jin
https://arxiv.org/abs/2507.15343

StackTrans: From Large Language Model to Large Pushdown Automata Model
The Transformer architecture has emerged as a landmark advancement within the broad field of artificial intelligence, effectively catalyzing the advent of large language models (LLMs). However, despite its remarkable capabilities and the substantial progress it has facilitated, the Transformer architecture still has some limitations. One such intrinsic limitation is its inability to effectively capture the Chomsky hierarchy, such as regular expressions or deterministic context-free grammars. Dr…