STAGE: Controlled Objective Admission for Multi-Preference LLM Alignment

Yongqi Tong, Zhenyu Zhang, Ruirui Wang +6

Multi-preference alignment is often framed as scalarization: combine reward dimensions, then optimize. This leaves a temporal decision underspecified: when should each preference d…