Moonshot quantifies the cyber capability it deliberately removed from Kimi K3.1 Pro

Moonshot says it stripped cyber-related data from both training stages and from its RL environments before shipping Kimi K3.1 Pro, leaving the model at 81.0% on its internal vulnerability-discovery-and-exploitation benchmark against 90.5% for an otherwise identical checkpoint, versus 33.3% for K3 on the same test. It calls the gap 'by design, below what our pipeline can produce' and still promises full weights by November 4.