PCA-guided Activation Scaling for Monotonic Bidirectional Control over LLM Sycophancy

Zheng Chen, Zhaoxin Feng, Yip Tin Po +3

Large language models (LLMs) exhibit sycophancy, a tendency to agree with user beliefs regardless of factual accuracy. This can reinforce misconceptions, but eliminating it entirel…