METR’s benchmark has become a bellwether of AI capability growth, but its design isn’t up to the task, argues Nathan Witkin ...

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Abstract: Embedded software commonly executes safety-critical tasks and thus is expected to be highly reliable, which calls for stronger quality assurance techniques. As a fault-based testing ...

Official code repository for Designing Multi-Agent Systems: Principles, Patterns, and Implementation for AI Agents by Victor Dibia. Learn to build effective multi-agent systems from first principles ...

Modern applications are multi-user by design and handle millions of concurrent users, shared resources, and complex role models. Yet most DAST tools still test applications as if only one user exists.

Abstract: The widespread use of third-party libraries is a cornerstone of modern software development, with Maven Central serving as a critical repository for managing dependencies. This paper ...