GN: Domain-Adaptive Lossless Compression for LLM Conversation Streams

PDF version: github.com/atomsrkuul/glasik-core/blob/master/GN_PAPER_V2.pdf Code: github.com/atomsrkuul/glasik-core (MIT) Robert Rider | Independent Researcher github.com/atomsrkuul/glasik-core (MIT) Abstract I present GN (Glasik Notation), a domain-adaptive lossless compression system for LLM conversation streams. GN maintains a persistent sliding window vocabulary updated continuously across compression calls, exploiting cross-chunk redundancy in real-world LLM workloads....