Carbon monoxide poisoning occurs when carbon monoxide gas builds up in the bloodstream, replacing oxygen and causing serious health effects. It is often referred to as a 'silent killer' because the gas is colorless, odorless, and tasteless, making it difficult to detect without a proper detector.