Test-Time Scaling in Reasoning Models Is Not Effective for Knowledge-Intensive Tasks Yet

James Xu Zhao, Bryan Hooi, See-Kiong Ng

Test-time scaling increases inference-time computation through longer reasoning chains and has shown strong performance gains across many domains. However, frontier models still su…