BBC’s groundbreaking Scottish crime drama returns with “a taut and twisty story”

Sorcha Groundsell, known for her role in His Dark Materials, will return as Detective Sergeant Kat Crichton in the upcoming season of the crime drama, which promises a compelling new mystery.





![A system built upon stable structural criteria [latex]S=S_{C}(X)[/latex] maintains consistent object recognition across varied conditions-including shifts in contrast, appearance, and resolution-while a semantics-first approach, predicting labels directly from input [latex]X[/latex], proves vulnerable to these same perturbations, highlighting how a revisable interpretation mapping [latex]M_{i}:S\rightarrow\mathcal{O}_{i}[/latex] allows structural validation to persist even as ontological definitions drift.](https://arxiv.org/html/2602.15712v1/x2.png)

