Cryptanalytic Extraction of Isolated Bias-Free GLU Feed-Forward Blocks by Antipodal Separation

arXiv:2608.06631 · cs.LG, cs.AI · Submitted 2026-08-06 · Read on arXiv

Chunhui Shi, Xinwen Fu

cs.LG, cs.AI

Submitted: 2026-08-06

Updated: 2026-08-10

Comments: 10 pages, 2 figures

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Transformer — 11× in this paper · explained in 2 episodes
• Gated Linear Unit — 5× in this paper
• ReLU Network — 5× in this paper · explained in 2 episodes
• Accuracy — 4× in this paper · explained in 1 episode
• Composition — 3× in this paper · explained in 2 episodes
• Coherence — 1× in this paper · explained in 2 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Gating Mechanism — 1× in this paper · explained in 2 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Overfitting — 1× in this paper · explained in 2 episodes
• Quantization — 1× in this paper · explained in 15 episodes
• Residual Connections — 1× in this paper · explained in 3 episodes
• Tokenization — 1× in this paper · explained in 2 episodes

Sources

• Qwen3 Technical Report
• GLU Variants Improve Transformer

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