Definition of "overlearn" [o•ver•learn]

• To continue studying or practicing (something) after initial proficiency has been achieved so as to reinforce or ingrain the learned material or skill. (verb-transitive)

American Heritage(R) Dictionary of the English Language, Fifth Edition. Copyright (c) 2011 by Houghton Mifflin Harcourt Publishing Company. Published by Houghton Mifflin Harcourt Publishing Company. All rights reserved.

• "He also worries AISight could overlearn, meaning it could eventually assume everything it sees is normal and send no alerts."
• "Morningside students don't just learn material, they "overlearn" it to the point of fluency: being able to respond accurately and fast."
• ""Our caution to them is to not overlearn from 2008," he says."