Tempo_neurips_2026

TEMPO is accepted to NeurIPS 2026 (main track, 25.7% acceptance)! Rather than erasing what an LLM knows, TEMPO teaches it temporal discipline: a two-mode RL reward first drives post-cutoff leakage to zero, then optimizes prediction quality, with guarantees that leakage decreases monotonically along the way.