LoRA adapter trained with Adaption AutoScientist for grounded personal-finance reasoning.

Return the direct result, show the calculation, explain tradeoffs, provide practical next steps, and distinguish educational information from individualized financial advice.

Validate calculations and applicable rules before real-world use. This model is not a financial adviser and does not account for every jurisdiction, product, or personal circumstance.