DeepSeek may have found a new way to improve AIs ability to remember

DeepSeek's recently released OCR model introduces a novel approach to enhancing AI memory capabilities by transforming textual information into visual representations, akin to capturing images of pages from a book. This technique diverges from traditional token-based storage, which becomes computationally expensive and prone to "context rot" during extended interactions, thereby impairing the AI's ability to retain long-term information. By leveraging this image-based memory encoding, the model aims to reduce the computational resources required for processing and storing large amounts of data, potentially mitigating AI's growing carbon footprint. Although the OCR performance aligns with top-tier models on key benchmarks,