Lucius Bushnaq

1. Open Problems in Mechanistic Interpretability
   2025/01/27 by Lee Sharkey, Bilal Chughtai, Sharkey, Lee +58 · 7 voices · 35 citations
   Computer Science · #Natural Language Processing Techniques #Statistical and Computational Modeling #cs.LG
2. From Memorization to Reasoning in the Spectrum of Loss Curvature
   2025/10/28 by Jack Merullo, Merullo, Jack, Srihita Vatsavaya +5 · 10 voices
   #cs.CL #cs.LG
3. Interpretability in Parameter Space: Minimizing Mechanistic Description Length with Attribution-based Parameter Decomposition
   2025/01/24 by Dan Braun, Lucius Bushnaq, Braun, Dan +7 · 8 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques
4. Towards evaluations-based safety cases for AI scheming
   2024/10/29 by Mikita Balesni, Marius Hobbhahn, Balesni, Mikita +29 · 7 citations
   Engineering · Health Professions · Decision Sciences · #Safety Systems Engineering in Autonomy #Occupational Health and Safety Research #Risk and Safety Analysis
5. Using Degeneracy in the Loss Landscape for Mechanistic Interpretability
   2024/05/17 by Lucius Bushnaq, Bushnaq, Lucius, Jake Mendel +13 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Statistical and Computational Modeling
6. The Local Interaction Basis: Identifying Computationally-Relevant and Sparsely Interacting Features in Neural Networks
   2024/05/17 by Lucius Bushnaq, Bushnaq, Lucius, Stefan Heimersheim +17 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications