This article outlines predictions for AI advancements in 2026, focusing on faster inference, the impact of reinforcement learning, and the widespread use of FP4 quantization. It reviews key developments from 2025, including the release of DeepSeek models and the mixed results of Llama 4. The author also shares plans for expanding The Kaitchup newsletter and conducting practical experiments in the coming year.