Trump orders US agencies to stop use of Anthropic technology amid dispute over ethics of AI

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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.

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Robert Kitson

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Pair token encoding (digit pairs as single tokens)

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