StudyFinds on MSN

AI stumbles on 1 in 4 structured coding tasks: Are developers paying attention?

In A Nutshell A new study found that even the best AI models stumbled on roughly one in four structured coding tasks, raising ...
IEEE

Graph-Based Representation of Verilog HDL: Python-Based Control and Data Flow Graph Generation

Abstract: This paper proposes an automatic framework for controlled data flow graph (CDFG) generation from verilog designs, where the generated CDFGs can be applied to visualization, formal ...
GitHub

The Lian Program Analysis Framework

Lian is a next-generation, high-precision program analysis framework designed for multi-language environments. It aims to deliver unified and powerful program analysis capabilities across diverse ...
IEEE

Model-Agnostic Empirical Evaluation of Test-Driven Prompt Engineering on Improving Accuracy and Efficiency in Large Language Models Python Code Generation

Abstract: Although Large Language Models (LLMs) are widely adopted for Python code generation, the generated code can be semantically incorrect, requiring iterations of evaluation and refinement. Test ...