Arca's Aman Singh describes AI agents for long-horizon wealth management work
Overview
Arca head of AI Aman Singh says the firm is building an AI-native wealth management business that runs agentic workflows over days rather than hours.
He describes a custom harness, persistent memory, and model selection based on internal benchmarks.
Singh says high-stakes tasks, such as a $100,000 tax bill, require human approval, and that the firm uses guardrails against prompt injection. He says trade execution stays with human experts.
Written by AI from the articles below · updated Oct 31, 12:04 PM ET
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- Latent SpaceBlogArca'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. He says trade execution stays with human experts.
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