IBM Researchers Unpack the Hidden Complexity of Model Routing

Model routing, which directs AI queries to the best model, seems straightforward but involves nuanced trade-offs in cost, latency, and accuracy. IBM researchers detail how simple heuristics often fail, requiring adaptive strategies that balance performance and efficiency. The post highlights that effective routing is a critical, underappreciated challenge in deploying large language models at scale.