LatentGuard: Efficient and Inspectable Latent Reasoning for LLM Safeguards

Zhinan Liu, Jie Li, Mingyu Kang +1

Reasoning-based guard models improve LLM safeguards, but decoding explicit rationales for every interaction makes them costly to deploy. Although latent-reasoning methods reduce to…