Coverage, not difficulty, determines how much synthetic data an activation probe needs
Read the original at arxiv.org→arXiv:2610.10594v1 Announce Type: new Abstract: Activation probes that monitor deployed language models are trained on synthetic conversations, and how many a probe needs is open. We trace learning curves over...
Original headline: "Coverage, Not Difficulty, Sets How Much Synthetic Data an Activation Probe Needs"
Coverage timeline
- Oct 9, 04:00 UTC arXiv cs.LG lead source Coverage, Not Difficulty, Sets How Much Synthetic Data an Activation Probe Needs