Explanation
Simulation Disclaimer
These explanations are simulations of rule interactions under stated assumptions. They are not advice, guarantees, or individualized planning conclusions.
A simulation is a model of behavior under conditions
When the system shows how taxes, premiums, or thresholds may respond to a given income pattern, it is modeling what the rules would do under stated assumptions. It is not declaring what any individual should do in response.
That distinction matters because a simulation can be useful and still incomplete. It can clarify mechanics without capturing every fact that affects a real-world decision.
Advice requires context the model does not fully have
A personalized recommendation would require legal context, cash-flow constraints, estate goals, state-tax treatment, household preferences, and risk tolerance, among other factors. A simulation can illuminate tax structure without claiming access to all of that.
The system is therefore designed to stop short of recommendation. Its role is explanatory: to help users see the mechanics they may want to discuss with a qualified professional.
No guarantee of future outcomes
Future law may change. Income may change. Markets may change. Personal circumstances may change. A simulation should therefore be read as conditional rather than prophetic.
The right way to use it is as a clearer map of system behavior, not as a promise about what will happen in the future.
Why the disclaimer is part of the product
This disclaimer is not an awkward legal add-on. It reflects the actual design philosophy of the system. The product is strongest when it helps users understand mechanisms while being explicit about where judgment, context, and professional advice still belong.