Random error refers to the unpredictable and unavoidable fluctuations in measurement results that arise from uncontrollable variables, which can obscure the true value being measured. Unlike systematic errors, random errors do not have a consistent direction or magnitude, and their effects can often be mitigated by increasing the sample size or averaging multiple observations.