Camila Blank(@camila_blank):J-lens is a powerful tool for surfacing workspace content, but it can be noisy in early layers. Can we uncover the true content of these layers? We introduce the R-lens: a drop-in replacement for J-lens that produces clearer readouts on earlier layers.

Camila Blank

@camila_blank

math @stanford, @matsprogram

Joined September 2025

114 Following 1.1K Followers

Camila Blank@camila_blank

2026.08.10 18:26

J-lens is a powerful tool for surfacing workspace content, but it can be noisy in early layers. Can we uncover the true content of these layers? We introduce the R-lens: a drop-in replacement for J-lens that produces clearer readouts on earlier layers.