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 ...

Snyk, the $8.5 billion developer-focused security company that recently scored $600 million in late-stage funding, continued its buying spree with CloudSkiff. Paris-based CloudSkiff created driftctl, ...

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 ...