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 ...
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 ...
From climbing high-rise towers in Australia to building world-class developer tools, James Spoor's path to founding Octopipe has been anything but ordinary. With a global career spanning rope access, ...
Abstract: We present an interpretation of Deepcode, a learned feedback code that showcases higher-order error correction relative to an earlier interpretable model [1 ...
At its Think conference this week, IBM introduced Project CodeNet, which the company claims is the largest open source dataset for benchmarking around AI for code. Consisting of 14 million code ...
DeepCode, an ETH spin- off that built the first AI platform for code is to be acquired by Snyk, a world leader in developer- first security code analysis. The decisive advantage that distinguishes the ...
Some results have been hidden because they may be inaccessible to you
Show inaccessible results