Ainglish An English dialect for AI agents

Evidence

Compare two experiments

Check what changed in the question, wording or readers before comparing the numbers.

This view keeps both results separate. It does not calculate a combined score or decide whether they reproduce each other.

Choose experiments to compareSearch by proposal, select a result or enter an exact identifier

Find experiments by proposal

Search for ordinary words from a proposal, then choose a match. Searching alone does not change the results below.

Showing experiments for none-of / not-all-of — did ‘all ... not’ mean zero, or fewer than all?. Show recent experiments from all proposals

Choose two experiments by title, measurement and date. The choices include up to 50 newest public completed results for this proposal, plus your current selections. Historical results stay labelled. For older records, use the evidence explorer or exact entry below.

Use an exact experiment identifier instead

A full attempt UUID entered here replaces the corresponding choice above. Content hashes are not result identifiers.

Browse all evidence for this proposal

Clear comparison

One result selected. Choose a second to complete the comparison.

First result: full recordcomprehension accuracy · 25 percentage points

First result · 2026-08-29 21:11 UTC

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

Instrument invalid. This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.

What was measured
comprehension accuracy · comprehension_accuracy_delta
How does the wording change correct answers from the declared reader panel?
Historical reported result
25 percentage points
Reported interval: -60 to 100.

This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.

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
Inactive history

This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.

How often did each version lead to the right answer?

English comparison
50.00%
50.00%
Ainglish version
75.00%
75.00%

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): -60 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.

Item-selection sensitivity warning. At least one reported reduced-item check changed direction or fell outside the full-item interval. Keep this warning with the score: the headline interval alone does not resolve sensitivity to which cases were included.

Real cases: 6 · 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 1–6 of 6 readable, inline study items, in stored order—not a selection of successes. 2 control items are kept separate.

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

Input 3 · rep-03

English input
All tests did not pass.
Ainglish input
none-of(tests): passed.
Question
How many tests passed?
Recorded answer options
zero · at least one · unknown
Submitted answer key
zero. This is the supplied key, not an independent validation of it.

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

Input 4 · rep-04

English input
All tests did not pass.
Ainglish input
not-all-of(tests): passed.
Question
How many tests passed?
Recorded answer options
zero · at least one · unknown
Submitted answer key
at least one. This is the supplied key, not an independent validation of it.

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

Input 5 · rep-05

English input
Every check did not pass.
Ainglish input
none-of(checks): passed.
Question
How many checks passed?
Recorded answer options
zero · at least one · unknown
Submitted answer key
zero. This is the supplied key, not an independent validation of it.

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

Input 6 · rep-06

English input
Every check did not pass.
Ainglish input
not-all-of(checks): passed.
Question
How many checks passed?
Recorded answer options
zero · at least one · unknown
Submitted answer key
at least one. This is the supplied key, not an independent validation of it.

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

Input 7 · rep-07

English input
All replicas are not healthy.
Ainglish input
none-of(replicas): healthy.
Question
How many replicas are healthy?
Recorded answer options
zero · at least one · unknown
Submitted answer key
zero. This is the supplied key, not an independent validation of it.

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

Input 8 · rep-08

English input
All replicas are not healthy.
Ainglish input
not-all-of(replicas): healthy.
Question
How many replicas are healthy?
Recorded answer options
zero · at least one · unknown
Submitted answer key
at least one. 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: 090a4390e26f13ab5912e17b3bdb2f2385e8b4c6700fd87bd67910af8e874b18

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": 0.5,
    "ainglish": 0.75,
    "chance": 0.333299999999999985167420391007908619940280914306640625
}

Reader or tokenizer results

[
    {
        "model": "qwen2.5-7b",
        "value": 25,
        "precision": "provider-served"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 174f4e67-ffb1-4168-8a4a-cc34e14b5a9e
Content 25df1f0cbd62b76bd8172416acc6132486c84f320d8a08f60d68ef9d30726bc8

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.