Abstract: Adversarial examples are important to test and enhance the robustness of deep code models. As source code is discrete and has to strictly stick to complex grammar and semantics constraints, ...

Has AI coding reached a tipping point? That seems to be the case for Spotify at least, which shared this week during its fourth-quarter earnings call that the best developers at the company “have not ...

Anthropic's open source standard, the Model Context Protocol (MCP), released in late 2024, allows users to connect AI models and the agents atop them to external tools in a structured, reliable format ...

According to Jeff Dean on Twitter, sharing specific small snippets of code can effectively demonstrate AI techniques, providing developers with practical and actionable examples to accelerate AI ...

Developers are navigating confusing gaps between expectation and reality. So are the rest of us. Depending who you ask, AI-powered coding is either giving software developers an unprecedented ...

Tools for translating natural language into code promise natural, open-ended interaction with databases, web APIs, and other software systems. However, this promise is complicated by the diversity and ...

Amazon Web Services has announced a new class of AI systems," frontier agents," that can work autonomously for hours, even days, without human intervention, representing one of the most ambitious ...

The new science of “emergent misalignment” explores how PG-13 training data — insecure code, superstitious numbers or even extreme-sports advice — can open the door to AI’s dark side. There should ...

A hacker planted data wiping code in a version of Amazon's generative AI-powered assistant, the Q Developer Extension for Visual Studio Code. Amazon Q is a free extension that uses generative AI to ...

Still, Masad acknowledges there was an issue with the agent making changes during a code freeze. "Yes, we heard the 'code freeze' pain loud and clear -- we’re actively working on a planning/chat-only ...