The LatinX in AI research workshop is a one-day event with invited speakers, oral presentations, and research posters. The event brings together faculty, graduate students, research scientists, and engineers for an opportunity to connect and exchange ideas. There will be a panel discussion and a mentoring session to discuss current research trends and career choices in artificial intelligence and machine learning, highlighting the unique challenges of LatinX identifying researchers. The workshop aims to create a platform for the work of Latinx researchers and we invite everyone to attend.We strongly encourage students, postdocs, and researchers who primarily identify as Latinx in all areas of machine learning to submit an abstract describing new, previously, or concurrently published research. We welcome abstract submissions, in theory, methodology, as well as applications. Abstracts may describe completed research or work-in-progress. While the presenting author need not be the first author of the work, we encourage authors to highlight the contribution of Latinx individuals — particularly the presenting author — in the abstract. The LatinX authors of accepted abstracts will be asked to present their work in a poster session. A few authors will be selected to give 15-minute oral presentations. Authors accepted to present will be offered presentation coaching. Submissions will be peer-reviewed. The authors are encouraged to sign up to review as part of the program committee for LXAI as well.