2 papers
cs.LG2026
Modular Pretraining Enables Access Control
Ethan Roland, Murat Cubuktepe, Erick Martinez +8
AI developers face a dual-use dilemma. An AI capability that helps one user cure a disease can help another synthesize one. This dilemma could be resolved with access control, limi…
cs.LG2026
Toeplitz MLP Mixers are Low Complexity, Information-Rich Sequence Models
Benjamin L. Badger, Ethan Roland
Transformer-based large language models are in some respects limited by the quadratic time and space computational complexity of attention. We introduce the Toeplitz MLP Mixer (TMM…