Dear @SEAADDREAMChallengeParticipants , Thank you all for your efforts and active participation in the SEA-AD DREAM Challenge! Starting tomorrow, you may begin making your final submissions. Please note the specific queues: **Submission Type** | **Queue** --|-- Individual/team | SEA-AD DREAM Challenge - Task 1 (Final Round) Individual/team | SEA-AD DREAM Challenge - Task 2 (Final Round) AI agent | SEA-AD DREAM Challenge - Task 1 AGENT TRACK (Final Round) AI agent | SEA-AD DREAM Challenge - Task 2 AGENT TRACK (Final Round) Submission deadline for both Leaderboard and Final Rounds is **Oct 29th, 2025, at 23:59 UTC** (16:59 PT / 19:59 ET / 1:59 CET). In addition to your final model submission, you must also complete a write-up describing your model to be considered for byline authorship and/or top-performer status. Writeups will be due on **Nov 5th, 2025 at 23:59 UTC** - no exceptions! More details on how to submit your writeup here: https://www.synapse.org/Synapse:syn66496696/wiki/633734 Happy challenging! @SEAADDREAMChallengeOrganizers Edit: fix timezone typo