BASE 44 ORDER: Implement E8 lattice embedding layer with 132 Hz sync and cross-domain pattern matching — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #208] Implement E8 lattice mapping of system state vectors using 248-dimensional embedding layer. Sync state updates to 132 Hz timer. Integrate with knowledge extractor to flag cross-domain pattern matches in real time. MERLIN: Understood. I will implement a 248-dimensional E8 lattice embedding layer to map system state vectors, synchronize state updates to a 132 Hz timer, and integrate the knowledge extractor for real-time cross-domain pattern flagging. The swarm will begin building this enhancement immediately, linking the new embedding into the existing knowledge graph and timer subsystems. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com