Partial evidence only

Teaching example. Failure cases intentionally omit or distort information.

Only the first and final frames were provided to the evaluator. Reviewed ranges:0–3.9167s and16–19.9167s. Unreviewed:3.9167–16s. An identical page does not imply an identical model input.