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: Automated program repair (APR) aims to help developers improve software reliability by generating patches for buggy programs. Although many code language models (CLM) are developed and ...

Abstract: Joint exploration of intra/inter-video coding versatility in signal processing domain and signature/hash diversity in the information security domain has not been well investigated in the ...

This implementation provides a complete LSM-Tree database engine optimized for write-heavy workloads while maintaining efficient read performance through intelligent data organization and indexing.

A series of multimillion-dollar alleged fraud schemes in Minnesota has drawn the Trump administration's attention in recent weeks, vaulting an issue that has brewed in state politics for years into ...