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This is why the displayed number should be treated as a starting point, not a conclusion. Headline yield tends to look much cleaner than realized performance. The headline figure is usually much easier to observe than the net outcome.

Two strategies can show similar APYs while having completely different levels of quality and persistence. That leads directly to the next question: where does the yield actually come from?

The transition is basically from yield chasing to yield engineering. That includes modeling expected outcomes, managing downside, optimizing over time, and focusing on net return instead of gross display.

This is also where the title of the idea starts to come alive. A user may feel like they are collecting value while actually subsidizing a better-informed flow in the system.

This also helps explain why outcomes differ so much across participants. Less experienced capital usually reacts to the display, while stronger capital asks what assumptions are embedded in the return.

This is exactly where better infrastructure matters. The point is to reduce improvisation and make execution more deliberate.

The biggest shift happens when yield stops being a headline and starts being a framework. It only becomes meaningful when cost, risk, and sustainability are included.

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