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: This article introduces the Hybrid Quantum-Classical Multi-Cut Benders’ Decomposition (HQC-Bend) algorithm, an efficient, open-source Python script designed to tackle complex Mixed-Binary ...
Abstract: LU decomposition is a widely used application for solving systems of linear equations. It involves decomposing a given matrix into a lower and upper triangular matrix. But if the matrix size ...
DeepCode achieves 75.9% on the 3-paper human evaluation subset, surpassing the best-of-3 human expert baseline (72.4%) by +3.5 percentage points. This demonstrates that our framework not only matches ...
Park City will no longer employ a code enforcement officer after a municipal order was approved at the recent special-called meeting of the Park City Commission. Code enforcement duties will be ...
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