Quesma Releases OTelBench: Independent Benchmark Reveals Frontier LLMs Struggle with Real-World SRE Tasks

New benchmark shows top LLMs achieve only 29% pass rate on OpenTelemetry instrumentation, exposing the gap between ...
GitHub

kriss-u/py-ast

A comprehensive TypeScript-based Python source code parser that generates Abstract Syntax Trees (AST) following the Python ASDL grammar specification. This library provides complete parsing, unparsing ...
GitHub

NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection

neg_refine/ ├─ data/ # Dataset root (add datasets here) ├─ output/ # Save folder for outputs and results per dataset/seed │ └─ imagenet/seed_0/ # Example folder for ImageNet with seed 0 ├─ scripts/ # ...
IEEE

A Systematic Review on Detection, Repair, and Explanation of Vulnerabilities in Source Code Using Large Language Models

Abstract: Software vulnerabilities pose critical risks to the security and reliability of modern systems, requiring effective detection, repair, and explanation techniques. Large Language Models (LLMs ...
IEEE

Quantum-Eyes: Scalable Quantum Convolutional Neural Networks for Low-Overhead Object Detection [Research Frontier]

Abstract: Quantum neural networks (QNNs) are gaining attention as a promising foundation for next-generation machine learning. However, the practical deployment of QNNs, particularly in vision tasks, ...