The integration of big data and artificial intelligence (AI) holds promise for overcoming data scarcity. By leveraging large datasets and AI algorithms, researchers can predict the toxicity of chemicals more accurately and efficiently. These technologies can also help identify patterns and correlations that may not be evident through traditional methods.