A million-token context window defines the new DeepSeek-V4 architecture. The model optimizes retrieval accuracy to prevent the "lost in the middle" phenomenon common in long-context windows. This allows AI agents to process entire codebases or massive documents without losing critical detail. Practitioners gain a reliable tool for complex, long-form reasoning.