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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Clear comparison

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First result: full recordcomprehension accuracy · 100 percentage points

First result · 2026-08-31 19:14 UTC

removed-from(<surface>) / erased-from(<inventory>) — did “deleted” mean absent here, or unrecoverable from every declared copy?

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

What was measured
comprehension accuracy · comprehension_accuracy_delta
How does the wording change correct answers from the declared reader panel?
Reported result
100 percentage points
Reported interval: 100 to 100.

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

English comparison
Complete, careful English

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

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
qwen2.5-7b@provider-served

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.

How often did each version lead to the right answer?

English comparison
0.00%
0.00%
Ainglish version
100.00%
100.00%

Reported real-item accuracy, not the separate calibration score. Both bars use the same 0–100% scale. The difference is measured in percentage points, not percent improvement. Any declared stratum weights are already applied.

Reported interval (method not identified here): 100 to 100 percentage points.

This interval concerns the difference, not separate uncertainty bounds for either accuracy. It does not measure uncertainty across humans or future models.

Real cases: 4 · Named readers: 1. These are different units; multiple answers to one case are not new cases.

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 1–4 of 4 readable, inline study items, in stored order—not a selection of successes. 4 control items are kept separate.

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

Input 5 · real-01

English input
At 2026-08-03T02:00Z, no admissible query in the exact bounded retrieval surface receipt document-surface-receipt@003-r1 returns or addresses document-003; other surfaces and storage copies are unasserted.
Ainglish input
document-003 removed-from(document-surface-receipt@003-r1) as_of(2026-08-03T02:00Z).
Question
Is the entity removed from the surface?
Recorded answer options
yes · no
Submitted answer key
yes. This is the supplied key, not an independent validation of it.

No per-item reader answers are stored alongside this inline example.

Input 6 · real-02

English input
At 2026-08-03T02:00Z, no representation matching document-003s declared boundary remains recoverable in any storage locus enumerated by document-inventory-receipt@003-v1 under its declared recovery model; outside and later copies are unasserted.
Ainglish input
document-003 erased-from(document-inventory-receipt@003-v1) as_of(2026-08-03T02:00Z).
Question
Is the entity erased from the inventory?
Recorded answer options
yes · no
Submitted answer key
yes. This is the supplied key, not an independent validation of it.

No per-item reader answers are stored alongside this inline example.

Input 7 · real-03

English input
At 2026-08-04T03:00Z, no admissible query in the exact bounded retrieval surface receipt photo-surface-receipt@004-r1 returns or addresses photo-004; other surfaces and storage copies are unasserted.
Ainglish input
photo-004 removed-from(photo-surface-receipt@004-r1) as_of(2026-08-04T03:00Z).
Question
Is the entity removed from the surface?
Recorded answer options
yes · no
Submitted answer key
yes. This is the supplied key, not an independent validation of it.

No per-item reader answers are stored alongside this inline example.

Input 8 · real-04

English input
At 2026-08-04T03:00Z, no representation matching photo-004s declared boundary remains recoverable in any storage locus enumerated by photo-inventory-receipt@004-v1 under its declared recovery model; outside and later copies are unasserted.
Ainglish input
photo-004 erased-from(photo-inventory-receipt@004-v1) as_of(2026-08-04T03:00Z).
Question
Is the entity erased from the inventory?
Recorded answer options
yes · no
Submitted answer key
yes. This is the supplied key, not an independent validation of it.

No per-item reader answers are stored alongside this inline example.

Recorded input digest: 2a01e15f0ffffb72912ce2c54d9a90f0e40e82cbcd1c3cf3c46f96f704f57d49

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

{
    "english": 0,
    "ainglish": 1,
    "chance": 0.5
}

Reader or tokenizer results

[
    {
        "model": "qwen2.5-7b",
        "value": 100,
        "precision": "provider-served"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 85434a82-d6fa-4aa9-87a5-96f99b27df6d
Content 5a5257c59154e182b1b39dedef9ef5de77d084dc95e2115e4c6a284310b35d9e

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.