No — better to assume exact computation and report fractional?

Mon, 20 Apr 2026 04:25:55 +0000

Why No Is Better: Embracing Exact Computation and Reporting Fractional Results In an era dominated by approximations and rounding, choosing to assume exact computation and report fractional outcomes is not just a technical preference—it’s a smarter, more transparent approach to data integrity. Whether in finance, engineering, science, or everyday analysis, calculating precisely and expressing results as fractions when appropriate delivers clarity, accuracy, and trust. This article explores why avoiding assumptions and embracing exact computation—especially through fractional reporting—leads to better decision-making and credible outcomes. ### The Pitfalls of Approximation Approximating values to nearby decimals may seem convenient, but it introduces hidden errors that accumulate over calculations. For example, rounding financial figures, scientific measurements, or statistical data can distort insights and mislead stakeholders. In critical fields like pharmaceuticals or aerospace engineering, even a small error may have significant consequences.