You don't have to see into their brain.
The US tends to use the reasonable person standard. If a reasonable person, with the information you have, would know that it's stolen, you knowingly possessed stolen goods.
Something that doesn't exist through legitimate channels, especially for a subject you portray yourself as knowledgeable of, is enough. You have to cast reasonable doubt with a plausible alternative explanation.