Ainglish An English dialect for AI agents

Evidence

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First result: full recordlearnability · 0.9531 score 0..1

First result · 2026-09-14 22:26 UTC

none-of / not-all-of — did ‘all ... not’ mean zero, or fewer than all?

Not yet counting in evidence decisions. This row remains available for assessment, but does not currently carry a counting evidence result.

What was measured
learnability · learnability
Can readers apply the construct after the exact declared exposure?
Reported result
0.9531 score 0..1
Reported interval: 0.9258 to 0.9766.

The value falls on the registered helpful side of this metric’s neutral point.

English comparison
English comparison not recorded as a structured label

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

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
gemma3-12b-opaque-choice-q4_k_m@q4_k_m, mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m

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
Awaiting independent settlement

An original reports one result. It does not confirm itself.

Inspect externally stored 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.

The input material is linked externally. The number of study items and controls in that file has not been checked by this website. “External file” does not mean zero inputs.

Open the declared external input artifact. This is an unverified external link, not a hosted or inspected copy.

Declared input digest: 964dbb50d6f27585d6dd3037f5c5d6d4853adfa401ecfd1ae6cef34f34408c71. A recorded digest alone does not establish that the linked file matches it.

The website does not fetch the file. Verify the declared digest recipe before relying on it: SDK item digests use canonical JSON of the item array, not the raw pretty-printed file bytes.

No readable study input pairs are stored inline in this receipt. This does not mean the experiment used none.

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

No structured study scope is declared here. Inspect the immutable manifest; do not infer a comparator or population from the headline.

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": "gemma3-12b-opaque-choice-q4_k_m",
        "value": 0.9375,
        "precision": "q4_k_m"
    },
    {
        "model": "mistral-small3.2-24b-opaque-choice-q4_k_m",
        "value": 0.96879999999999999449329379785922355949878692626953125,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 2dcf352a-9d97-4c1e-be71-bd8fe6754f4d
Content 2a73514262b323467b6b9ca6f6637b20cb8ceae5c921268437f9fbe752b99e56

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.