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How This AI Hedge Fund Updates Itself

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Matt Robinson
Sep 27, 2025
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Hey, it’s Matt. You’re receiving this email after signing up for AI Street, which covers how investors are using AI to spot trading opportunities. This week:

🎤 A Q&A with Aric Whitewood, CEO of XAI Asset Management, on building an evolving AI hedge fund.

INTERVIEW

Aric Whitewood runs XAI Asset Management, a systematic hedge fund built on self-updating AI that trades with minimal human intervention.

In this interview, we discuss:

  • How his fund “evolves” with markets through a closed-loop, Bayesian framework that updates relationships as new data arrives while keeping human tuning rare.

  • His background from aerospace and radar systems to leading early ML at Credit Suisse to launching a fully systematic fund.

  • Why LLMs should be treated as a tool, not the center of “intelligence,” and where they fit alongside time series models, information theory, and neuro-symbolic methods.

  • His concerns that too little focus on compute efficiency can inflate costs, encourage synthetic data shortcuts, and lead to…

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