ProverGen is a novel framework that synergizes the generative strengths of Large Language Models (LLMs) with the rigor and precision of symbolic provers to create scalable, diverse, and high-quality ...
Software development changed faster in the past three years than in the previous decade. Open a modern IDE and an AI assistant greets you before the first line of code appears ...
Not only are we less clear about who is developing software, but we are also less confident about our total inventory of ...
Organisations should adopt shared platforms and automated governance to keep pace with the growing use of generative AI tools ...
“As AI makes code generation easier, the real challenge shifts to reasoning across massive, interconnected systems. Potpie is ...
We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...
Abstract: Our research focuses on the intersection of artificial intelligence (AI) and software development, particularly the role of AI models in automating code generation. With advancements in ...
Abstract: Large language models (LLMs) play a crucial role in intelligent code generation tasks. Most existing work focuses on pretraining or fine-tuning specialized code LLMs, e.g., CodeLlama.
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