Welcome to the DeepThought Initiative, our collaboration is an interdisciplinary group of astrophysicists and data scientists researching computational meta-research in astrophysics. As our global research community continues to grow at an unprecedented rate, our traditional research practices struggle to keep up. We can leverage recent technological advancements, such as machine learning, to improve research processes from peer review to research management. Our goal is to assist researchers through the entire research cycle, from optimizing resource allocation to reducing bias in peer review.Explore our website to learn more about our work and stay up-to-date with the latest news and developments!