Scaling Laws for Safety Probes.

arXiv:2610.30678v2 Announce Type: replace Abstract: Safety probes trained on a model's activations are a standard tool for monitoring language models in real time. Each time a new model is released or a new harm area needs to be monitored, the probe must be re