🚨 NEW RESEARCH: “Lingua Ex Machina: A Procedural Xenolinguistics Engine Reveals Zero-Shot Language Acquisition, Human-Unreadable Coding Systems, and Exploitable Covert Channels in Frontier AI”
Some of you may remember the name of this lil engine: GLOSSOPETRAE 👅🪨
Well, we've got upgrades 😎
It started as a procedural xenolinguistics engine: one seed in, an entire alien language out. Phonology, morphology, syntax, writing systems, lexicons, grammar docs, all generated from scratch and internally consistent.
Every seed produces a unique language. Every language is deterministic.
Then we used it to ask a weirder question:
Can frontier AI models use languages that never existed before for practical applications?
As it turns out: yes!!
They can read them, write them, translate them, code in them, and even use the weird blind spots between tokenizers as covert channels.
So this paper explores three ideas at once:
▶️ zero-shot language acquisition
▶️ human-unreadable code that models can still execute
▶️ exploitable covert channels in frontier AI systems
GLOSSOPETRAE is no longer just a language generator...
🧵
Show Codex a workflow once. Reuse it as a skill.
Record & Replay lets you show Codex a recurring task, like filing an expense report or submitting a time-off request.
Codex turns that demo into an inspectable, editable skill.
You control when recording starts and stops.
Topuria dated a whore from Miami who left him - GOT KO'D
Demetrious Johnson stayed loyal to his wife for 20 years - GOT KO'd
Conor married his highschool sweetheart - got KO'd
Only person that NEVER LOST is JON JONES who beats women
Lessons in there.
we live in age of great moral panics about things that don’t matter and zero moral outrage over some of the most egregious societal sins we’ve ever seen
Reminder:
Good: big pharma, capitalism.
Bad: community organizers, zealous city council meeting attendees, retirees who feels it's their duty to maintain the character of the local neighborhood.
wemby being athletic at 7’5” is like the most bourgeoisie thing possible in NBA terms because he was born into biological monopoly and wields physical hegemony over workers
if leftist NBA twitter has any dignity they’d cheer for Brunson cause he’s a metaphor for the proletariat
Unable to defeat the warlord on the battlefield, they captured his son, turned him into a ladyboy, and paraded him in a female minstrel show.
This was a humiliation ritual practiced by a degenerate tribe that viewed dishonor and degradation as substitutes for honor in battle.
This is a physique forged over the course of decades in the crucible of self discipline to be admired by other men, not for the pre menopausal lust of some mouthy broad, I demand you speak of it no more
"em dash is an AI indicator" "semicolons are an AI indicator" "describing things in threes is an AI indicator" "the word genuinely is an AI indicator" "the oxford comma is an AI indicator" "flowery prose is an AI indicator" should we all die? should we just kill ourselves
when i get anxious for no reason i know it’s because my parallel in another dimension is engaging in a skirmish of some sort. i channel my energy in these moments to give him the fortitude to be victorious