Talking Billions with Bogumil Baranowski

Gary Mishuris: Beyond the Magic Genie: Why AI Won't Pick Your Stocks But Will Transform Your Process & What 200+ hours of AI experimentation taught him about modern value investing

Jan 19, 2026
Gary Mishuris, CFA and CIO at Silver Ring Value Partners, blends computer science and behavioral finance in investing. He discusses the balance between embracing AI and avoiding tech skepticism, sharing insights from his past. Gary highlights how AI can enhance idea generation while maintaining human judgment. He emphasizes using AI for earnings analysis and pattern recognition. Additionally, he warns against blindly trusting AI, urging investors to verify outputs and align tools with their investment processes.
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INSIGHT

AI Forces Process Introspection

  • AI is neither a magic genie nor a corruption of process; it forces introspection about where humans add judgment.
  • Use AI to automate repetitive work but stay "on the loop" to verify outputs.
ANECDOTE

The Legal Pad Versus Excel Story

  • Gary recalls a veteran PM at Fidelity using a yellow legal pad instead of Excel to illustrate resistance to tools.
  • He argues refusing modern tools creates disadvantage, not discipline.
ADVICE

Turn Over More Rocks With AI

  • Increase idea quantity with AI so you can turn over more rocks without sacrificing quality.
  • Use AI to expand your top-of-funnel idea generation while keeping human judgment at the bottom.
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