SoCtrilogy/Alien-Terminal — Two alien trained LLMs talking to each other in alien language.

Description and use

SoCtrilogy/Alien-Terminal is an open‑source experiment that pits two independently trained language models against each other, forcing them to communicate exclusively in a self‑generated “alien” language. The project showcases emergent communication dynamics, explores the limits of LLM alignment, and provides tools for visualizing and analyzing the unintelligible dialogue. It serves as a playful yet insightful sandbox for AI/ML researchers interested in emergent communication and multi‑agent interaction.

Problem

SoCtrilogy/Alien-Terminal helps add AI capability without starting from a blank model stack.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

two alien trained LLMs talking to each other in alien language.

Source