Abstract: Several researchers have used deep learning to obtain novel feedback codes. Two such codes for AWGN channels with passive (possibly noisy) output feedback are Deepcode which employs a bit-by ...

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 ...

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 ...

We're fast approaching a point where every company is effectively a software company, a notion proffered by some of tech's top people such as Microsoft CEO Satya Nadella. This is partly why we've seen ...