(1)
Ponduru, P. S.; Nandanavanam, P. P. V.; Ponduru, S. K. K. Estimating Avoidable Harm for Test-Time Compute Allocation in Long-Horizon Tool-Using Language Agents: A Controlled Computational Study and External Validation Protocol. etj 2026, 11, 11398-11412.