ModelsDeepSeek V4.1 Flash: Cheaper AI memory could change what your model remembers
DeepSeek separates the work of reading from answering and reports a smaller context cache. For long-running systems, the opportunity is to retain useful evidence at a lower cost—not simply generate tokens faster.