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cs.LG2026
Size Doesn't Matter: Cosine-Scored Sparse Autoencoders
Silen Naihin, Lev Stambler
Sparse autoencoders (SAEs) detect features via inner product, so a feature's activation scales with both its directional alignment and the input's norm. Features that fire on token…
quant-ph2026
Towards Simple and Useful One-Time Programs in the Quantum Random Oracle Model
Lev Stambler
We construct simulation-secure one-time memories (OTM) in the random oracle model, and present a plausible argument for their security against quantum adversaries with bounded and…