#MBZUAI

PAN maintains an internal latent world state and decodes action conditioned video segments to simulate long horizon futures, showing strong fidelity and stability for planning tasks

K2 Think is a 32B open-weight reasoning system from MBZUAI that matches or outperforms much larger open models on math by combining long CoT fine-tuning, RL with verifiable rewards, planning, and wafer-scale speculative decoding.