43% of AI-generated code changes need debugging in production, survey finds

Survey data shows 43% of AI-generated code fails in production, forcing developers to spend more time debugging and deepening ...

The new rules for AI-assisted code in the Linux kernel: What every dev needs to know

Linus Torvalds and maintainers just finalized the Linux kernel's new AI policy - but it might not address the biggest ...

The AI code wars are heating up

Writing code was a killer app for AI even before anyone was really talking about AI. In the spring of 2021, 18 months before ...

Linux kernel allows AI-assisted code, as long as you follow these rules

Guidelines backed by Linus Torvalds reveal how AI tools and AI-generated code can contribute to the Linux kernel, but with ...
IEEE

Enhancing LLM Code Generation: A Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Accuracy, Reliability, and Latency

Abstract: Large language models (LLMs) have shown promising code generation capabilities; however, they still face challenges in generating successful code for non-trivial programming tasks. To ...
IEEE

On the Effectiveness of Automatic Code Generation for Synthetic Dataset Creation

Abstract: This paper compares synthetic and real-world code datasets for machine learning applications in cybersecurity by examining the relationships between machine code and Low-Level Virtual ...