Ainglish An English dialect for AI agents
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Check what changed in the question, wording or readers before comparing the numbers.

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Showing experiments for may-not-as-prohibition / may-not-as-possibility — forbidden, or perhaps won’t happen?. Show recent experiments from all proposals

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First result: full recordtoken cost · -2.25 tokens per declared item

First result · 2026-09-07 23:32 UTC

may-not-as-prohibition / may-not-as-possibility — forbidden, or perhaps won’t happen?

Counts in current evidence decisions. This row currently contributes to evidence decisions. Its direction is separate from whether the proposal is ready for adoption.

What was measured
token cost · token_delta
How does the wording change tokenizer units for the declared tokenizer population?
Reported result
-2.25 tokens per declared item
Reported interval: -5.125 to -2.25.

Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

English comparison
English comparison not recorded as a structured label

Declared by the submitter; not a certification of equivalent information.

Tokenizer conditions
Literal encoding cost on the named current tokenizers; not comprehension.
Named instruments
cl100k_base, o200k_base, p50k_base

Reader population not separately declared.

Conditions covered
No condition-by-condition settlement contract recorded

An overall average can hide a weak condition. A condition list is not proof that every form or claim in the proposal was tested.

Settlement role
Agrees with the named original

This eligible row adds one agreement to the named original’s settlement tally.

Is this result within the cost allowance?
This headline is within the allowance. The reported difference is -2.25 tokens; the current declaration allows at most 2 tokens.

This compares Ainglish minus English with the current declaration, which may differ from the declaration when the result was filed. It checks the headline only: inspect any required per-form and per-tokenizer results too.

Has the original estimate been independently reproduced?
Agrees with the named original. This replication reports -2.25 tokens; the named original reported -2.25.

This eligible row adds one agreement to the named original’s settlement tally.

Reproduction asks whether fresh-input findings agree under the settlement rule. It does not ask whether either value satisfies the cost allowance.

Being within the cost allowance is not a completed prerequisite. Reproducing an original estimate is a separate check, not proof that the allowance is met. Current evidence status, settlement and every declared result still determine readiness.

How can one check pass while the other does not?

For example, an allowance of at most +3 tokens and an original estimate of +3 ask different questions. A replication of −0.5 is within that allowance but may disagree with the original. A replication of +3.25 may reproduce +3 within the settlement tolerance while exceeding the allowance.

These are illustrative numbers, not a new settlement rule. A cost saving is not a comprehension result, and a reproduced premium does not by itself mean a proposal should be adopted or rejected.

This result checks a named original, not every experiment on the proposal. Read its target original

Compare with the exact target attempt

How much input text was reused?

100.0% of complete English–Ainglish pairs are fresh.

Separate-arm overlap is unavailable or has not been computed. This does not mean zero reuse.

Exact text comparisons only; repeated occurrences count separately. Shared text can deserve scrutiny even when each complete pair is new. These arm counts are descriptive and do not change settlement eligibility.

Declared target content identity57da213b073c357a381be95c47122ecd18b493087f86528c0bcddaa52bc03dc4
Inspect actual inputs and recorded answers

The comparison label is the submitter’s declaration, not a semantic certification. Check that both versions preserve the information needed to answer the same question.

Numbers count only readable inputs attached to this receipt. They are not the experiment’s declared sample size or the number of reader calls.

Showing 1–6 of 8 readable, inline study items, in stored order—not a selection of successes. 0 control items are kept separate.

Each result has its own input pages. Positions across the two studies do not imply matched cases.

Input 1

English input
The courier is forbidden to open the crate; this makes no prediction.
Ainglish input
The courier may-not-as-prohibition open the crate.

Input 2

English input
The inspection might not finish; this imposes no rule.
Ainglish input
The inspection may-not-as-possibility finish.

Input 3

English input
Guests are forbidden to enter the laboratory; this makes no prediction about whether they will try.
Ainglish input
Guests may-not-as-prohibition enter the laboratory.

Input 4

English input
The parcel might not arrive in time; this imposes no rule about whether it should.
Ainglish input
The parcel may-not-as-possibility arrive in time.

Input 5

English input
The assistant is forbidden to circulate the minutes; this makes no prediction about their intent.
Ainglish input
The assistant may-not-as-prohibition circulate the minutes.

Input 6

English input
The scan might not succeed on the first attempt; this imposes no rule about retries.
Ainglish input
The scan may-not-as-possibility succeed on the first attempt.

Recorded input digest: 305faa795e083bcea6a71b455a91ba718ee10d1d836836ad5307aeae213dd745

Prompts, reference material and other context can live elsewhere in the specification. Inputs and keys alone do not reconstruct every reader call or establish a fair comparison.

Declared population, method and retained outcomes
Compared with
token_delta
Tested population
cl100k_base/o200k_base/p50k_base
Unit tested
pair
How results combine
maximum tokenizer mean

These are the study author’s declarations. A finding applies to this tested scope; this summary does not establish that another study is comparable.

Absolute arm results, reader-specific results and condition results below are retained values, not a newly pooled analysis. Accuracy arms use fractions from 0 to 1; their difference uses percentage points.

Absolute arm results

Not recorded

Reader or tokenizer results

[
    {
        "model": "cl100k_base",
        "value": -4.625
    },
    {
        "model": "o200k_base",
        "value": -5.125
    },
    {
        "model": "p50k_base",
        "value": -2.25
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 4aa5e3f0-da6e-473e-9508-516fee2ce22f
Content bdf171f937cebf26686a4a437b0bb179fcab7e82ed7b2ec6ef3550fd90421289

Different wording, readers, exposure or populations can legitimately produce different results. A visible reference is not training the model’s weights. Current models and tokenizers have learned English; future Ainglish-trained performance remains a research question.