This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...

Abstract: In Novel Class Discovery (NCD), the goal is to find new classes in an unlabeled set given a labeled set of known but different classes. While NCD has recently gained attention from the ...

Four years ago, I was given a fantastic opportunity to be a math coach for a primary years program. But when I started, there was no framework to work within, no script to follow. I was starting from ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Instance main methods and unnamed classes, coming in Java 21, will forever change how developers ...

Abstract: The class imbalance problem can cause classifiers to be biased toward the majority class and inclined to generate incorrect predictions. While existing studies have proposed numerous ...

Area: BindingsIssues in Java Library Binding projects.Issues in Java Library Binding projects. As mentioned in History, in the past when new abstract methods were introduced, they were instead bound ...

Morgan is an avid gamer with 13+ years of gaming experience and accolades. He couples this with his love of writing, a skillset reinforced by his current studies of English Literature and Creative ...

Reflection was essential to the advanced Java toolkit for years. Now it's being superseded by newer, safer options. Here's how to use MethodHandle and VarHandle to gain programmatic access to methods ...