DeepSeek V4: Million-Token Context That Actually Works

DeepSeek V4: Million-Token Context That Actually Works Most long-context models are benchmarks in search of a use case. DeepSeek V4 flips the script—it delivers 1 million tokens not as a spec-sheet checkbox, but as an operational reality you can actually deploy. The breakthrough is not just the co