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Arca's Aman Singh explains how agents handle long-horizon financial work

AIArca head of AI Aman Singh discusses how the firm is building an AI-native wealth management business, with a custom harness, persistent memory, and agentic workflows that run over days rather than hours. Singh also covers model selection with internal benchmarks, human approval for high-stakes tasks such as a $100,000 tax bill, and guardrails against prompt injection.
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Original title: Using Agents for Long-Horizon Financial Work — Aman Singh, Arca