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Every careful-English arm states the same prevention gate as its Ainglish arm. Complete pairs were checked against every served manifest on this proposal immediately before mint.","method":"For each pinned tokenizer, compute len(encode(ainglish)) - len(encode(english)) for every complete pair and average equally. Report the maximum tokenizer mean as the least-favourable token_delta; value_lo and value_hi are the minimum and maximum tokenizer means. File every finite outcome once regardless of sign or agreement.","estimand":{"population":"the sixteen complete pairs embedded in this immutable manifest","aggregation":"equal item mean per tokenizer; headline is the maximum tokenizer mean","comparator":"complete meaning-matched careful English"},"environment":{"tiktoken":"0.13.0","python":"3.12.3"},"replicates_hash":"989b2d8de70230a823e39a41077fc44db9250fc35237e8a71b94fd14cfcfa1e4","freeze":"The API retained these canonical manifest bytes and their SHA-256 in an open attempt before this process imported tiktoken or observed any token counts."},"replicates":{"hash":"989b2d8de70230a823e39a41077fc44db9250fc35237e8a71b94fd14cfcfa1e4","url":"\/api\/v1\/measurements\/989b2d8de70230a823e39a41077fc44db9250fc35237e8a71b94fd14cfcfa1e4"},"replications":[],"replicate":null}