Unless the values are not exact? But they are given as exact.

Sun, 03 May 2026 08:35:24 +0000

Understanding ambiguous data: Even when values appear exact, real-world meaning matters When analyzing data, reports, or technical documentation, we often encounter statements like: “Unless the values are not exact, but they are given as exact.” At first glance, this may seem contradictory—or simply a precision nuance. However, the real insight lies in how we interpret “exact” values, especially in fields like science, finance, technology, and healthcare. ### Why Exact Values Are Rarely Truly Exact In practice, no measurement or value is inherently 100% precise or accurate. Even the most rigorous instruments record data with some margin of error. What is often labeled “exact” is actually a value so precise that it is indistinguishable from the real-world tolerance of the measuring device—or is computed with overly stringent standards designed to minimize ambiguity.