Recent, rapid rises in computing power have led to a massive influx of studies across fields using advanced analysis methods, such as artificial intelligence (AI) and computational modeling. The complexity—and, at times, flashiness—of these methods means that science journalists have a unique responsibility and role to play in communicating the results, without hype. A greater understanding of AI and computational approaches and their challenges will help science journalists ask the right questions and spot red flags.