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 ...

Compared to PaperCoder (51.1%), the state-of-the-art scientific code reproduction framework, DeepCode achieves 73.5%, demonstrating a +22.4% relative improvement. This substantial margin validates our ...

No one wants to miss trash pickup day. But leaving your bins on the curb for too long isn’t exactly neighborly.

We are standing at the precipice of a fundamental transformation in how we approach programming education and software development. Vibe coding tools, like Base44 and Lovable (AI-powered no-code app ...

Abstract: Recent advancements in deep learning for semantic communication have been significant, yet fixed-length encoding techniques struggle to capture the complex and variable nature of semantic ...

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