Advancements in technology provide novel tools to enhance the integrity of toxicological research. For example, bioinformatics and data analytics enable more accurate data interpretation and pattern recognition, reducing human error. Moreover, digital platforms facilitate better data sharing and collaboration, making research more transparent and reproducible.