Heinrich Campe contributed a targeted content update to the sciai-lab/lab-webpage repository, focusing on refining the research interests section for improved clarity and alignment with the lab’s Scientific AI direction. He worked primarily with Markdown to update documentation, emphasizing Bayesian inference with MCMC and its connections to information geometry, statistical physics, and thermodynamics. The update enhanced the external messaging for collaborators and potential partners by presenting a more precise research focus on the homepage and profile page. While the work was limited in scope, it demonstrated careful attention to content accuracy and consistency, ensuring the site was ready for future technical updates.