Zero-Copy Semantic Contagion: An In-Memory Streaming Architecture for Evolving Attention Graphs

Per-ticker forecasting models dominate financial time-series work yet remain blind to cross-company propagation: a foundry disruption in Taiwan does not register in a single-asset model until Apple's own price has already moved. To address this limitation, we introduce a heterogeneous Rust-Python st...