DeepSeek OCR 2 Deep Dive: How to Accurately Extract Complex Tables and Multi-column Documents (A Practical Guide)
On January 27, DeepSeek released OCR 2 as an open-source model. After analyzing their technical report, I believe this represents a systematic shift in how AI understands visual data. Instead of simply increasing the number of parameters, DeepSeek focused on fundamental architectural changes to improve performance beyond the limits of traditional Vision-Language Models (VLMs). DeepSeek […]
Kimi K2.5 Just Dropped: The Open-Source “Claude Killer” Redefining Native Multimodal Coding
I recently conducted in-depth testing on Kimi K2.5, the latest release from Moonshot AI. My conclusion is straightforward: the core value of this update is not just a higher benchmark score, but the integration of native multimodal coding, parallel AgentSwarms, and end-to-end Office delivery into a deployable system. The official technical report defines it as […]