Sometimes things do not go as planned.
Sometimes things do not go as planned. 

An error is when something is not quite right. It can be a wrong thought or action.
In math, an error is a difference. It is the gap between a calculated number and the true value. Scientists use math to find these gaps. They want to make things very exact.
Errors happen in many places. In biology, an error is a change in DNA. We call this a mutation. Some mutations are helpful for life. 
Collectors look for special errors. People collect stamps or coins with printing mistakes. 
An error is when an action, thought, or judgment is not correct. The word comes from a Latin term that means "to wander." 
In science and math, error has a very specific meaning. In statistics, an error is the difference between a calculated value and the true value. Engineers also look at the gap between how a system should work and how it actually works. For example, a home thermostat uses error to stay on track. It measures the difference between the setting and the air temperature. 
History shows us that errors in engineering can be very serious. One major example is the Chernobyl disaster in 1986. This happened in the city of Chernobyl in present-day Ukraine. It caused a nuclear meltdown and is studied by researchers today. In the world of intelligence, the CIA looks at factual inaccuracies. They call these intelligence errors when they come from poor or missing data. They call it an intelligence failure when the whole system is surprised. These reports eventually become available to the public through the Freedom of Information Act.
Errors also show up in the things we collect. In philately, which is stamp collecting, an error is a printing mistake. A stamp might have the wrong color or be missing its edges. These must be unintentional to be real errors. Collectors also look for errors in coins, which is called numismatics. The U.S. Bureau of the Mint tries to prevent these. Some errors include extra metal on a coin or double stamping.
Even living things deal with errors every day. In biology, an error happens when information is copied imperfectly. This is called a mutation in DNA. Some mutations can be harmful to a living thing. However, some mutations are neutral or even helpful. These helpful changes can drive evolution through natural selection. In medicine, an error is a preventable problem in patient care. This might be a wrong diagnosis or an incorrect treatment. Doctors and engineers both work to find ways to make systems more error-tolerant.
An error is an inaccurate or incorrect action, thought, or judgment. The word comes from the Latin term meaning "to wander."
In the field of statistics, an error is often called a residual. It is the difference between a measured value and the accepted true value. Scientists and engineers use this concept to manage systems. For example, a home thermostat relies on error to function. The device measures the difference between the set point and the actual air temperature. This difference is the error that controls the heating equipment. Engineers work to design systems that can mitigate or avoid these errors. Some errors are latent design errors that stay hidden for many years. They only become active when specific circumstances arise.
Science also categorizes errors through the lens of hypotheses. Researchers consider two distinct types of errors when testing ideas. A Type 1 error occurs when a true hypothesis is considered false. A Type 2 error occurs when a false hypothesis is considered true. In engineering, human error can also play a major role. This often involves cognitive bias, which is a pattern of thinking that leads to mistakes. To combat this, experts use human factors engineering. This practice makes systems more error-tolerant or forgiving for the people using them.
History provides serious examples of how errors impact the world. The Chernobyl disaster of 1986 is a major case study in engineering and science. This event caused a nuclear meltdown in the city of Chernobyl in present-day Ukraine. In the realm of intelligence, the CIA distinguishes between two types of failure. An intelligence error is a factual inaccuracy caused by poor or missing data. An intelligence failure is a systemic organizational surprise. This happens when hypotheses are incorrect, missing, or discarded. Under the Freedom of Information Act, these reports can eventually be read by the public.
Errors also appear in social and linguistic contexts. In human behavior, errors can range from social gaffes to legal crimes. A gaffe is a social error, such as saying something true but inappropriate. These can cause embarrassment or social friction. Philosophers like Sigmund Freud and Gilles Deleuze have studied these slips. In linguistics, errors involve deviations from standard grammar or pronunciation. Scholars distinguish between errors, which are systematic, and mistakes, which are performance errors. Some linguistic deviations are seen as legitimate speech in certain dialects.
Collectors often seek out unintentional errors in physical objects. In philately, or stamp collecting, an error is a printing mistake. This might include a stamp with the wrong color or an inverted design. 

Biology and medicine provide unique perspectives on inaccuracy. In biology, an error occurs when perfect fidelity is lost during information copying. This is known as a mutation in DNA. While many mutations are harmful, some are neutral or even beneficial. These beneficial mutations drive evolution through natural selection. In medicine, an error is a preventable adverse effect of care. This is also called iatrogenesis. It can include an inaccurate diagnosis or an improperly executed treatment. Medical professionals work to follow safety standards to prevent these incidents.
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