Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

AI reasoning does not necessarily require spending huge amounts on frontier models. Instead, smaller models can yield ...
IEEE

From Code Generation to Software Testing: AI Copilot With Context-Based Retrieval-Augmented Generation

Abstract: The rapid pace of large-scale software development places increasing demands on traditional testing methodologies. We propose a novel perspective on software testing, highlighting the ...
IEEE

Multi-Agent Assisted Automatic Test Generation for Java JSON Libraries

Abstract: JSON is a widely used data format for data exchange between application systems and programming frontends. In the Java ecosystem, Java JSON libraries serve as fundamental toolkits for ...