152 citations · 826 across the 22 of their papers we have counts for
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cs.CY2025
STAMP/STPA Informed Characterization of Factors Leading to Loss of Control in AI Systems
Steve Barrett, Anna Bruvere, Sean P. Fillingham +2
A major concern amongst AI safety practitioners is the possibility of loss of control, whereby humans lose the ability to exert control over increasingly advanced AI systems. The r…
cs.LG2025
SCALAR: Benchmarking SAE Interaction Sparsity in Toy LLMs
Sean P. Fillingham, Andrew Gordon, Peter Lai +3
Mechanistic interpretability aims to decompose neural networks into interpretable features and map their connecting circuits. The standard approach trains sparse autoencoders (SAEs…