Decomposing Factual Sycophancy in Language Models: How Size and Instruction Tuning Shape Robustness

Victor De Marez, Luna De Bruyne, Walter Daelemans

Factual sycophancy occurs when a language model abandons a correct, verifiable answer under social pressure. Because a flip occurs only when pressure toward a false answer exceeds…