LiteAdapt: CPU-Only Adaptive Learning Engine

A drop-in adaptive learning engine that runs learner classification, performance prediction, and content sequencing on ordinary CPU servers instead of GPU clusters, cutting the infrastructure cost of personalization by roughly 70% so low-budget education providers can afford it.