A flood of flagship releases including Gemma 4, DeepSeek V4, and Kimi K2.6 hit the open-weights scene this month. These models push the boundaries of open-source performance across multiple benchmarks. Researchers are now applying the CAISI V4 assessment to verify these claims. This rapid release cycle forces practitioners to re-evaluate their current model stacks.