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Cloud computing abstracts computing resources into services that can be rented on demand. Rather than purchasing servers in advance, a business can scale capacity with traffic, which substantially lowers the fixed costs and technical barriers faced by early-stage companies.

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.

Technical debt describes the shortcuts and compromises made to ship quickly, which then raise maintenance costs in later iterations. Regular refactoring and a healthy layer of automated tests are the usual ways to keep that debt from compounding.

Digital identity verification is shifting from single passwords toward multi-factor approaches. In addition to a password, device fingerprinting, one-time codes, and biometric signals can all serve as secondary checks, which reduces the risk of account takeover after a credential leak.

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.