Most AI coding benchmarks still ask the question: did the agent produce code that passes the current tests? This is a useful ...
The use of permanent or temporary access codes can allow entry to frequent vendors or guests. Gate technology has come a long way. Not long ago, a dead battery or faulty sensor meant walking down your ...
Abstract: Trustworthy evaluation methods for code snippets play a crucial role in neural code generation. Traditional methods, which either rely on reference solutions or require executable test cases ...
AHE (Agentic Harness Engineering) is an open observability system for automatically evolving the harness around a coding agent. The base model is held fixed; what evolves are the harness components — ...
Software Development Life Cycle Perspective A Survey of Benchmarks for Code Large Language Models and Agents from Xi’an Jiaotong University HumanEval Evaluating Large Language Models Trained on Code ...
Abstract: With the growing use of AI-driven communication, large language models (LLMs) have become popular tools for automated email generation. However, these models are typically unaware of how ...
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