在深入具体的参数调节之前，我们需要先站在更高的战略视角，理解在概率链 中，究竟是哪些核心机制在驱动系统的运转。研究者认为Agent优化空间的这三个核心维度是依次递进的：提示工程、上下文工程和推理算法。

The field of control systems and multi-agent dynamics encompasses a sophisticated blend of theory and practice, designed to manage the behaviour of interconnected systems ranging from large-scale ...

1. Risk: AI Monoculture (Shared Blind Spots). This is the most critical and overlooked systemic vulnerability. Building your ...

AI agents are rising fast, but without orchestration they create risk and complexity. Here’s why centralized oversight is ...

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. Multi-agent AI is rapidly gaining traction, and one big ...

This weekend Open AI has introduced Swarm a “educational framework exploring ergonomic, lightweight multi-agent orchestration“. Evening developers to use the experimental sample framework to build ...

Inside Claude-Flow: Using Multi-Agent AI to Modernize Legacy Applications Faster Your email has been sent Multi-agent AI orchestration frameworks like Claude-Flow help teams modernize legacy ...

Google LLC is pulling out all the stops to give developers all the tools they need to bring the next era of generative artificial intelligence agents into reality, including access to powerful AI ...

New development framework and services fast track multi-agent adoption by enabling interoperability and scalability to transform business processes TEANECK, N.J., Jan. 16, 2025 /PRNewswire/ -- ...