The sentence that contains information that should be left out of an abstract is:
“Mechanical engineer Oliver O’Reilly began looking into this telltale problem three years ago, after trying to teach his young daughter to tie her shoes.”
This sentence provides background information about the researcher, which is typically not included in an abstract, as the focus should be on the study's findings and significance rather than the personal motivation of the researcher.