{"id":"2068449577985073321","url":"https://x.com/elder_plinius/status/2068449577985073321","text":"🚨 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”\n\nSome of you may remember the name of this lil engine: GLOSSOPETRAE 👅🪨\n\nWell, we've got upgrades 😎\n\nIt 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.\n\nEvery seed produces a unique language. Every language is deterministic.\n\nThen we used it to ask a weirder question:\n\nCan frontier AI models use languages that never existed before for practical applications?\n\nAs it turns out: yes!!\n\nThey can read them, write them, translate them, code in them, and even use the weird blind spots between tokenizers as covert channels.\n\nSo this paper explores three ideas at once:\n\n▶️ zero-shot language acquisition\n▶️ human-unreadable code that models can still execute\n▶️ exploitable covert channels in frontier AI systems\n\nGLOSSOPETRAE is no longer just a language generator...\n🧵","author":{"name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","username":"elder_plinius","avatarUrl":"https://pbs.twimg.com/profile_images/1657057194737557507/5ZQtKHwd_200x200.jpg"},"createdAt":"Sat Jun 20 21:43:03 +0000 2026","engagement":{"replies":133,"retweets":374,"likes":3091,"views":264704},"media":{"photos":[{"url":"https://pbs.twimg.com/media/HLSTzTraEAAlnp-.png?name=orig","width":1308,"height":1492}],"videos":[]}}