InfoQ

Google’s Eight Essential Multi-Agent Design Patterns

Google recently published a guide outlining eight essential design patterns for multi-agent systems, ranging from sequential ...
IEEE

Metrics and Algorithms for Identifying and Mitigating Bias in AI Design: A Counterfactual Fairness Approach

Abstract: The rapid advancements in artificial intelligence (AI) have revolutionized industries such as healthcare, finance, and education. However, these advancements have also intensified ethical ...
Microsoft

How we build robust-by-design algorithms

We use heuristics to solve computationally difficult problems where optimal solutions are too expensive to deploy, hard to manage, or otherwise inefficient. Our prior work, MetaOpt, shows many of the ...
IEEE

Design of Mutation Operators in Fireworks Algorithm Assisted by Large Language Models

Abstract: This paper proposes the Large Language Model Assisted Operator Design Framework (LLM-AODF), a novel approach for the automatic generation and optimization of operators within the Fireworks ...