rare-events

This paper introduces GA-AMLS, a rare-event Monte Carlo method adapted to language model activation spaces, and SPB Loss, a proper scoring rule for asymmetric penalties, demonstrating improved estimation of rare harmful outputs.

This paper introduces a formal definition of causal pathways for rare events and discusses testable implications, bridging simple verbal explanations with detailed causal models.