Beginner Expectation | What's More Accurate in Practice | Why It Matters |
"DOGE looks simple, so it should behave simply." | Branding is simple; market behavior can be fast and sentiment-driven. | Reduces surprise when moves feel abrupt. |
"If it's trending everywhere, it must be safer." | Visibility can correlate with higher volatility and faster reversals. | Helps interpret hype as a risk context, not a guarantee. |
"All big coins have capped supply." | DOGE follows a rule-based but inflationary model (~5B/year). | Prevents incorrect assumptions about long-term structure. |
"Losses mainly come from price drops." | Many beginners suffer losses from phishing, impersonation, and fake apps. | Operational safety becomes a first-order priority. |

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1.What is Prediction Market? The Core MechanicThe defining insight of a prediction market is elegant in its simplicity: when participants have real money at stake, their trading behavior reveals what

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