From July 22 to 23, the Forth National SLAM Technical Forum was held in Xiamen. Several renowned experts and scholars from SLAM and related fields brought high-quality reports and academic posters. PRIDE team members listened carefully to the report and actively participated in roundtable forums and academic discussions, which benefited them a lot.