The Small Web Is Huge
Summary
The Small Web Is Huge discusses how tool-call accuracy in open-weight LLMs hinges on constrained decoding and robust tool schemas. It reviews the K2VV ToolCall benchmark, XGrammar-based runtime guards, and Ubicloud's experience in achieving 100% schema accuracy, highlighting how the inference engine shapes model output quality.