When to Compile a Computer-Use Agent? Measuring Payback and Making Compilation Decisions for Token Efficiency

Yulong Ming, Jie Xu, Zihan Wu +1

Compiling GUI procedures that agents execute repeatedly into programs can reduce their token costs. However, measuring payback and deciding when to compile have two challenges. Fir…