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Quantitative modeling and simulationsPrompt 060

Calculate efficient-frontier alternatives

Tests whether the current mix is inefficient under stated assumptions.

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Prompt text

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“Using reasonable return, volatility and correlation assumptions, plot the efficient frontier for my investable asset classes. Locate my current portfolio and show nearby alternatives that improve expected return or reduce risk without large allocation changes.”

Context Silvia can use

Current allocation and capital-market assumptions.

What a strong answer includes

Efficient frontier, current position and constrained alternatives.

Useful follow-ups

  • Use conservative expected returns.
  • Add constraints for taxes and illiquidity.

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Connect the relevant accounts, add the goal or constraint that matters, and ask Silvia to show the evidence and assumptions behind the answer.

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