Multi Subject Problem Classification And Routing

via “multi-subject-problem-classification-and-routing”

Unique: Lightweight, mobile-optimized classification layer that routes to specialized solvers rather than using a single monolithic LLM, enabling subject-specific accuracy and faster inference on resource-constrained mobile devices

vs others: More efficient than asking a general-purpose LLM to solve all problem types because specialized solvers for each domain are faster and more accurate, while the routing layer adds minimal latency compared to the cost of a single large model inference