For implementers, there's no Transformer protocol with start(), transform(), flush() methods and controller coordination passed into a TransformStream class that has its own hidden state machine and buffering mechanisms. Transforms are just functions or simple objects: far simpler to implement and test.
The Pentagon's position is that Anthropic should have no say in how the Pentagon uses its products.
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采用与 Gemini Flash 相同的高效架构，强调「接近实时」的高速生成体验，适合快速迭代与多轮修改；