These fifth graders vibe coded a real-world Braille tool — and wowed their Microsoft teacher

The students in a computer science class at the Global Idea School, an independent, non-profit elementary school in Redmond, ...

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

SCodeGen: A Real-Time Trustworthy Constrained Decoding Framework for Secure Code Generation with LLMs

Abstract: Large language models (LLMs) are increasingly integrated into software development workflows to accelerate code generation, but often produce insecure and uncontrollable code due to ...
IEEE

Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding

Abstract: Large Language Models (LLMs) have demonstrated unprecedented capability in code generation. However, LLM-generated code is still plagued with a wide range of functional errors, especially ...