Regarding ZKP transactions, many people focus on probability, which is actually a misconception. What is truly worth pondering is how probabilistic thinking guides practical operations.
Single transaction? You can never be sure. That's the reality. But this doesn't stop us from making money—the key is to make decisions with a positive expected value. Simply put, there are three things:
First, your system must have statistical advantages. It's not about luck, it's about having a methodology that can outperform the market. Second, don't be afraid of a small sample size. If you start doubting yourself after a few losses, you're destined to exit the market. Let the data speak, and give enough time and trading opportunities to validate your method. Third, risk management is critical. You can only make money if you stay in the game; this may sound cliché, but very few actually execute it.
To be honest, the difficult part is not studying technical indicators or learning trading models. The challenge lies on the other side - mindset. Being able to accept losses, endure uncertainty, not changing plans due to short-term fluctuations, and then persisting day after day. Only those individuals will be the ones who stand at the end of the probability game.
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Regarding ZKP transactions, many people focus on probability, which is actually a misconception. What is truly worth pondering is how probabilistic thinking guides practical operations.
Single transaction? You can never be sure. That's the reality. But this doesn't stop us from making money—the key is to make decisions with a positive expected value. Simply put, there are three things:
First, your system must have statistical advantages. It's not about luck, it's about having a methodology that can outperform the market. Second, don't be afraid of a small sample size. If you start doubting yourself after a few losses, you're destined to exit the market. Let the data speak, and give enough time and trading opportunities to validate your method. Third, risk management is critical. You can only make money if you stay in the game; this may sound cliché, but very few actually execute it.
To be honest, the difficult part is not studying technical indicators or learning trading models. The challenge lies on the other side - mindset. Being able to accept losses, endure uncertainty, not changing plans due to short-term fluctuations, and then persisting day after day. Only those individuals will be the ones who stand at the end of the probability game.