Scientific Synthesis

Scientific synthesis, the process of integrating findings from multiple studies, is increasingly reliant on artificial intelligence, particularly large language models (LLMs), to manage the expanding volume of scientific literature. Current research focuses on developing LLM-based frameworks for generating and evaluating high-quality syntheses, including hierarchical organization of studies and the assessment of potential distortions in reported findings. These advancements aim to improve the efficiency and reliability of literature reviews, accelerate scientific discovery, and enhance the transparency and trustworthiness of scientific communication across various fields, from biomedicine to materials science.