Below Deck Down Under Season-Premiere Recap: Choosing to Engage

The yacht is setting sail from Canouan, a private Caribbean island reachable only by private plane. Jason starts the season by having a drink with his department heads to prepare for the charter guests. While I’m sad to see Tzarina, the quirky but kind crew member, go, I was excited to see Chef Ben return—he’s a Below Deck veteran! He took six years off to focus on his personal life, including a costly wedding that ultimately didn’t happen. Now, he’s eager to rediscover his confidence in the yacht’s kitchen. This is complicated for returning sous-chef Alesia. Ben’s experience is a plus, but while Tzarina was a people-pleaser, Ben doesn’t care much about what others think. He’s direct and a bit harsh, and he manages to make Alesia cry during her first shift.


![The study demonstrates the BlendedNet dataset’s capacity for accurate force coefficient ([latex]C_{f_{z}}[/latex]) prediction, as evidenced by the close alignment between test data and B-INN predictions, with normalized absolute error providing a quantitative measure of this performance.](https://arxiv.org/html/2601.22860v1/fig/blendednet_cfz.png)



