What does it mean if my eyes blur while reading a book?

Check for glasses. Could be dry, or need farsighted or presbyopic correction, or need rest (relax accommodation).
Glasses most likely. If you are in your forties or are farsighted you most likely require a new prescription for glasses or need reading glasses. This is a normal aging process and routine eye exam would be indicated.