In real cases, the dispute is rarely just whether a bite occurred. The fight is usually about context:
- Where the bite happened (front yard, shared driveway, apartment complex common area, sidewalk near a school route)
- How the dog was handled (leash, fencing, supervision, “just let them out for a minute” situations)
- Whether the owner had notice of prior aggressive behavior
- What the injured person was doing immediately before the bite
An AI calculator may assume a “standard” liability scenario. Flint claims often require a more careful look at circumstances—especially when the defense argues the incident was avoidable or that the injury doesn’t match the medical record.


