A wave of flagship releases includes Gemma 4, DeepSeek V4, and Kimi K2.6. These models arrive alongside the CAISI V4 assessment, providing new benchmarks for open-weights performance. The rapid cadence of releases forces practitioners to re-evaluate their model stacks. This surge proves that open-source capabilities are keeping pace with closed-source proprietary systems.