Decomposing Evolutionary Mixture-of-LoRA Architectures: The Routing Lever, the Lifecycle Penalty, and a Substrate-Conditional Boundary

This paper decomposes an evolutionary Mixture-of-LoRA system, examining factors such as router rewrite, per-domain evaluation, and an adaptation lifecycle. Results indicate that the router rewrite is solely responsible for the balanced log-PPL improvement observed.