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 ...
IEEE

Adaptive Receptive Field Network for Small Objects Detection in Remote Sensing Images

Abstract: Small object detection in remote sensing images is severely hampered by the significant scale variation even among small objects. Conventional methods often rely on a static receptive field ...
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 ...
InfoQ

Daggr Introduced as an Open-Source Python Library for Inspectable AI Workflows

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...