This is a personal academic collection of reading notes and links to papers on Multimodal Large Language Models, Large Language Models, and Diffusion Models. The repository is maintained by a PhD student in pattern recognition and includes notes on recent advances including RL/Agentic RL studies, multimodal reward modeling via reinforcement learning, and research on multimodal reasoning systems.