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Backups follow the three-two-one rule: keep at least three copies of the data, store them on two different types of media, and place one copy off site. Following that pattern protects against hardware failure, accidental deletion, and ransomware alike.

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.

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.

A cryptographic hash function maps an input of arbitrary length to an output of fixed length, and it is effectively one-way. Changing a single character in the input produces an entirely different output, an effect known as the avalanche property. This behaviour underpins file integrity checks, password storage, and the chaining of blocks inside a blockchain.

Fueling strategy in a marathon has a direct effect on finishing time. Elite runners typically finish their main meal about two hours before the start, then take on fluids and electrolytes roughly every five kilometres during the race to avoid the sudden drop in blood glucose that leads to hitting the wall.