Arca 用 Agent 处理长周期金融工作
原标题：Using Agents for Long-Horizon Financial Work — Aman Singh, Arca
AI 摘要
Arca 的 AI 负责人 Aman Singh 在 AI Engineer New York 活动上，与 Latent Space 编辑负责人 Richard MacManus 对谈，介绍 Arca 如何构建一家 AI 原生财富管理公司。Singh 讲解了 Arca 的架构，包括自研 harness 和持久记忆，以及如何运行跨越数天而非数小时的 agentic 工作流。讨论还涉及模型选型、安全护栏、合规审计、人工审批与交易执行等实践。
正文节选
Arca head of AI Aman Singh joins Latent Space head of editorial Richard MacManus at AI Engineer New York, to discuss how Arca is building an AI-native wealth management firm. Singh explains Arca's architecture, which includes a custom harness and persistent memory. He also digs into how Arca runs agentic workflows that span days, not hours. Show notes - Arca: https://arcawealth.ai/ Chapters 00:00 Introducing Arca’s AI-native wealth management firm 01:40 How AI supports human financial advisors