Netflix’s Expanse Replacement: The Lovecraftian Hints In 3 Body Problem

Adapting H.P. Lovecraft’s stories for film and television is difficult because his monsters and horrors are intentionally vague and hard to picture. As a result, there aren’t many direct movie or TV versions of his tales. However, his influence – the feeling of cosmic dread and hidden terrors – can be seen in many other stories across different genres.

![Cost-weighted loss is shown to vary with the escalation threshold when using calibrated probabilities, with the decision-aware threshold of 0.0909 derived from an asymmetric cost structure where the cost of a false negative ([latex]C_{FN}=10[/latex]) is ten times greater than the cost of a false positive ([latex]C_{FP}=1[/latex]).](https://arxiv.org/html/2601.04486v1/cost_vs_threshold_rf.png)


