I was left with one major lesson: Always question the so-called gold standards. Just like the standard Shirley cards that were used for calibrating film-based photography might seem neutral or untouchable, standards used in AI may appear to be off-limits for questioning when we assume the experts have done a thorough job. This is not always the case, particularly when the experts do not reflect the rest of society.