NVIDIA技术博客提出为Agent harnesses(如Claude Code、Codex、LangChain Deep Agents)添加专门深度研究技能,以克服其在多文档合成、企业数据决策简报和长周期分析等任务中的局限性,提升复杂研究能力。
Agent harnesses like Claude Code, Codex, and LangChain Deep Agents are excellent orchestrators. They manage sessions, chain tools, execute code, and respond to...Agent harnesses like Claude Code, Codex, and LangChain Deep Agents are excellent orchestrators. They manage sessions, chain tools, execute code, and respond to developer intent. But when these harnesses need to do deep research, such as multi-document synthesis, decision briefs backed by enterprise data, and long-horizon analysis with source attribution, the complexity of deep research shifts back…
Source