Foreseeable Risk Is Most Evident at the Margins of Compliance

As routines stabilize, most drivers comply with school bus laws.

However, risk concentrates where compliance weakens.

Near misses often occur when a single driver misjudges distance, timing, or visibility.

These marginal failures are predictable and therefore foreseeable.

Transportation safety planning increasingly focuses on these edge cases rather than average conditions.

Visibility enhancements have been evaluated as one method to reduce ambiguity during those moments.

Gardian Angel has been reviewed in this context as a supplemental layer intended to reduce misinterpretation at critical moments.

Foreseeable risk lives where attention falters.