In vitro methods, which involve testing outside a living organism, are revolutionizing toxicology by offering more ethical and sometimes more accurate alternatives to traditional animal testing. These methods utilize cell cultures, tissues, or organ systems to evaluate the toxic effects of substances. High-throughput screening is a key advancement that allows rapid testing of thousands of compounds, providing valuable data on chemical safety and efficacy.