During a competitive presentation, Sienna confidently introduces her innovative distributed AI optimization using the Starlink model, impressing judges and classmates with its efficiency. However, tension rises when a man named James Lynch unexpectedly claims the presentation as his own. Sienna faces a direct challenge when questioned about the originality of her design, putting her credibility at immediate risk. The episode ends with Sienna forced to decide how to defend her work against this accusation, leaving her fate uncertain and the contest outcome hanging in the balance.