NVIDIA 详解提升模型表现的六大 Agent Harness 能力
Six Agent Harness Capabilities for Higher Model Performance
NVIDIA 指出，Agent Harness 是围绕模型的架构，决定上下文渲染、动作执行、状态管理和任务终止判断，单靠 Harness 设计就能带来 benchmark 结果两位数的波动以及 token 成本的显著差异。文章总结了六项可提升模型表现的 Harness 能力。
Building a great AI agent isn’t just about choosing the right models. The harness is the architecture surrounding the model. How it renders context, executes...
Building a great AI agent isn’t just about choosing the right models. The harness is the architecture surrounding the model. How it renders context, executes actions, manages state, and decides when a task is done shapes outcomes just as much as the model itself. Harness design alone can account for double-digit swings in benchmark results and significant differences in token cost…
来源：NVIDIA Developer Blog · developer.nvidia.com