Tag: bug detection
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AnyPoC: Scalable LLM-Based Bug Detection with PoC Tests
Discover AnyPoC, a framework generating executable PoC tests for scalable, automated bug detection using large language models, improving software reliabil...
Detecting Silent Correctness Bugs in PyTorch Compiler
Explore how AlignGuard detects silent correctness bugs in PyTorch compiler, improving reliability for AI and deep learning models.
Once4All: Efficient SMT Solver Fuzzing with LLM Generators
Discover Once4All, a framework using LLM-synthesized generators for efficient, accurate SMT solver fuzzing, improving bug detection and testing speed.
GBQA Benchmark: Testing LLMs for Bug Detection in Games
Explore GBQA, a benchmark evaluating large language models' ability to detect software bugs in games, highlighting current AI challenges in QA engineering.