Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results

Sheng Xu, Junhua Wang, Boyuan Huang +4

The paper proposes Amplitude Gating, an inference‑time method that adjusts FFN activation magnitudes to improve tool‑structured outputs of large language models without changing mo…