Criticism has emerged in the last decade surrounding cognitive bias in forensic examinations. The National Research Council (NRC, 2009 National Research Council, Committee on Identifying the Needs of the Forensic Science Community. (2009). Strengthening forensic science in the United States: A path forward. Washington, DC: National Academies Press. [Google Scholar]) issued a report that delineated weaknesses within various forensic science domains. The purpose of this article is to examine and consider the various influences that can bias observations and inferences in forensic evaluation and to apply what we know from forensic science to propose possible solutions to these problems. We use Sir Francis Bacon's doctrine of idols—which underpins modern scientific method—to expand Dror's (2015 Dror, I. E. (2015). Cognitive neuroscience in forensic science: understanding and utilizing the human element. Philosophical Transactions of the Royal Society B, 370, 20140255. doi:10.1098/rstb.2014.0255[Crossref], [PubMed], [Web of Science ®] , [Google Scholar]) five-level taxonomy of the various stages at which bias can originate within forensic science to create a seven-level taxonomy. We describe the ways in which biases can arise and impact work in forensic evaluation at these seven levels, highlighting potential solutions and various means of mitigating the impact of these biases, and conclude with a proposal for using scientific principles to improve forensic evaluation.