Can AI Save Laboratory Animals? The Viability of "Generative AI Drug Discovery" to Reduce Mice by 30-50%

A research team, including members from Goethe University Frankfurt in Germany, has developed a generative AI called "genESOM" that could potentially reduce the number of animals used in preclinical studies. This AI learns the structure of existing mouse experiment data and generates additional data as if obtained from experiments, aiming to maintain statistical validity with fewer animals. The research suggests that the number of animals could be reduced by 30-50%. However, the AI is not intended to replace real data, and excessive supplementation could lead to incorrect results. On social media, this topic is likely to spark both expectations for animal welfare and skepticism regarding scientific reliability.