Scout is a nimble multimodal model that punches above its weight by activating only 2 of its 16 experts at a time, keeping inference costs low while handling both text and images. It converses naturally across a wide context window, making it comfortable with long documents. The sparse mixture-of-experts design means it's efficient to run but may occasionally show inconsistency across similar queries.