{"id":20939,"date":"2026-08-13T18:15:15","date_gmt":"2026-08-13T22:15:15","guid":{"rendered":"https:\/\/www.bu.edu\/cds-faculty\/?post_type=profile&#038;p=20939"},"modified":"2026-08-13T18:15:15","modified_gmt":"2026-08-13T22:15:15","slug":"jan-sobotka","status":"publish","type":"profile","link":"https:\/\/www.bu.edu\/cds-faculty\/profile\/jan-sobotka\/","title":{"rendered":"Jan Sobotka"},"content":{"rendered":"<p>Jan Sobotka is a PhD candidate in Boston University&#8217;s Faculty of Computing &amp; Data Sciences. His research aims to advance scientific understanding of deep learning, particularly language model training, so that these systems can be designed intentionally: from the curation of training data to principled architecture choices. Jan&#8217;s interests span both AI and cognitive (neuro)science, especially memory and the sense of self. Before his doctoral studies, he earned a bachelor&#8217;s in Informatics from the Czech Technical University in Prague and a master&#8217;s in Computer Science from EPFL. <a href=\"http:\/\/johnny1188.github.io\/\">Learn more about Jan.<\/a><\/p>\n<p><span><strong>Research focus:<\/strong> <\/span><\/p>\n<ul>\n<li>Deep learning<\/li>\n<li>Language models<\/li>\n<li>Interpretability<\/li>\n<li>Generalization<\/li>\n<\/ul>\n","protected":false},"author":18839,"template":"","affiliation":[],"other_affiliation":[],"responsibilities":[],"area":[],"bu_progs_area-of-interest":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/profile\/20939"}],"collection":[{"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/profile"}],"about":[{"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/types\/profile"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/users\/18839"}],"version-history":[{"count":1,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/profile\/20939\/revisions"}],"predecessor-version":[{"id":20941,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/profile\/20939\/revisions\/20941"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/media?parent=20939"}],"wp:term":[{"taxonomy":"affiliation","embeddable":true,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/affiliation?post=20939"},{"taxonomy":"other_affiliation","embeddable":true,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/other_affiliation?post=20939"},{"taxonomy":"responsibilities","embeddable":true,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/responsibilities?post=20939"},{"taxonomy":"area","embeddable":true,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/area?post=20939"},{"taxonomy":"bu_progs_area-of-interest","embeddable":true,"href":"https:\/\/www.bu.edu\/cds-faculty\/wp-json\/wp\/v2\/bu_progs_area-of-interest?post=20939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}