The Illusion of AI Understanding Biology and Aging скачать в хорошем качестве

The Illusion of AI Understanding Biology and Aging

NotebookLM: "...LongevityBench [is] a novel evaluation framework designed to determine if state-of-the-art large language models possess a genuine understanding of aging biology. By aggregating data across seven diverse domains—including genomics, proteomics, and clinical records—the authors created over 30,000 prompts to test whether AI can move beyond simple pattern matching to predict complex outcomes like human survival and genetic impacts on lifespan. The research reveals that while top models from Google and OpenAI show promise, their performance is highly inconsistent across different data modalities and question formats, often struggling to interpret raw transcriptomic and epigenetic signals. Ultimately, the study positions this benchmark as a critical tool for developing research-grade biological AI that can reliably serve as a companion in the life sciences." https://www.biorxiv.org/content/10.64...