04:00
2026-10-09
arxiv.org
ai-safety
Coverage, Not Difficulty, Sets How Much Synthetic Data an Activation Probe Needs
Activation probes for monitoring deployed language models need sample counts set by coverage rather than per-concept difficulty, according to arXiv paper 2610.10594v1. Tracing learning curves over 10-…