The Condensate Theorem: Transformers are O(n), Not $O(n^2)$
arxiv
Jailbreak Foundry: From Papers to Runnable Attacks for Reproducible Benchmarking
arxiv
Metriplector: From Field Theory to Neural Architecture
arxiv
CLASP: Defending Hybrid Large Language Models Against Hidden State Poisoning Attacks
arxiv
Kathleen: Oscillator-Based Byte-Level Text Classification Without Tokenization or Attention
arxiv