NOT A FLUKE
Robust across layers, regimes, and scale
Same gap everywhere we looked — and you don't need a big SAE to see it.
BIS across residual layers (full-rank)
Crosscoder (joint)
Diff-SAE (delta)
Layer-independent
Regime-independent
8× cheaper
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