flâneur

AI for Program Reasoning - AI for Program Reasoning

ai4pr.github.io · 228 words · saved by 1 readers

Designing Scalable AI Techniques for Program Reasoning

Overview: Software bugs and security vulnerabilities pose critical threats to systems our society depends on, leading to economic losses, privacy breaches, accidents, and hindered scientific progress. With the advent of Large Language Models (LLMs), an increasing amount of code is generated automatically by autonomous coding agents. However, this heightened productivity comes with amplified risks — AI can generate code that introduces or propagates security vulnerabilities. As AI-driven code generation outpaces program reasoning approaches, conventional techniques become prohibitively slow…

saved by

related reading