A visual reasoner that thinks before it speaks — this model runs an internal chain-of-thought before producing answers, making it notably more deliberate on complex image-text problems than typical multimodal models. At 30B total parameters with only 3B active at a time via mixture-of-experts, it punches above its computational weight on tasks requiring careful visual analysis. The trade-off is latency: that thinking process adds time before any response appears.