Official records from 2019 confirm Jeffrey Epstein died by suicide in federal custody while facing sex trafficking charges, with the ruling upheld by the New York City medical examiner and subsequent Justice Department reviews. Trader consensus at 97.9% against confirmation of life before 2027 reflects the absence of any verified evidence in the intervening years, alongside repeated debunkings of online claims—such as recent AI-generated images falsely placed in locations like Tel Aviv. Periodic document releases and conspiracy discussions have not produced credible proof of survival or a changed identity. Factors sustaining high confidence include the passage of time without sightings meeting evidentiary standards and consistent institutional findings. Scenarios that could still shift odds include authenticated DNA matches, verified public appearances, or official reclassifications from credible government sources, though none have materialized to date.