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Double spending is one of the central problems in digital currency design. Without a central clearing authority, the network must find a way to ensure that the same funds cannot be spent twice, which is achieved through consensus rules, timestamps, and the public broadcast of every valid transaction to all participating nodes.

Financial market prices are often driven by differences between expectations and outcomes. When a widely watched economic release diverges from the consensus forecast, asset prices can adjust sharply within minutes, which is why trading volume usually spikes around major data publications.

The logic behind diversification is to reduce the impact of any single asset's volatility on a portfolio. When the correlations between holdings are low, the overall volatility of the combined position is lower than the weighted average of the individual volatilities, an effect known as the diversification benefit.

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