Chinese artificial intelligence startup DeepSeek has introduced DeepSeek-OCR, an open-source model accompanied by a research paper that pioneers a novel “optical compression” method aimed at reducing token processing requirements for large language models (LLMs). The technique allows LLMs to manage lengthy texts with up to 20 times less memory consumption, addressing a significant bottleneck in AI performance.