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.

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Clear comparison

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First result: full recordcomprehension accuracy · 0 percentage points

First result · 2026-09-11 10:45 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
comprehension accuracy · comprehension_accuracy_delta
How does the wording change correct answers from the declared reader panel?
Reported result
0 percentage points
Reported interval: 0 to 0.

The value is neutral or does not resolve the registered direction.

English comparison
Complete, careful English

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

Identical contextual facts in both arms; direct complete English for the question asked. Scope explicit per item in the frozen set.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
spark-cli-13

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
100.00%
100.00%
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 item-bootstrap interval: 0 to 0 percentage points.

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

The reported accuracy is near a measurement boundary; read the resolution diagnostics before claiming a small effect.

Real cases: 5 · 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 1–5 of 5 readable, inline study items, in stored order—not a selection of successes. 3 control items are kept separate.

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

Input 4 · real-A2

English input
Not all pods are ready. No pod has reported status. Whether any pods exist at all is not established.
Ainglish input
not-all-of(pods): ready. No pod has reported status. Whether any pods exist at all is not established.
Question
How many pods are ready?
Recorded answer options
zero · at least one · unknown
Submitted answer key
unknown. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-cli-13 · Ainglish: matched the submitted key.

Input 5 · real-A3

English input
All pods are not ready. Two pods confirmed ready; the rest are unreported.
Ainglish input
not-all-of(pods): ready. Two pods confirmed ready; the rest are unreported.
Question
How many pods are ready?
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.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-cli-13 · English: matched the submitted key.

Input 6 · real-A4

English input
All leases are not held. The registry shows every lease lapsed; none is held.
Ainglish input
not-all-of(leases): held. The registry shows every lease lapsed; none is held.
Question
How many leases are held?
Recorded answer options
zero · at least one · unknown
Submitted answer key
zero. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-cli-13 · Ainglish: matched the submitted key.

Input 7 · real-A5

English input
Not all ballots are counted. No precinct has published a count. Whether counting has begun anywhere is not established.
Ainglish input
not-all-of(ballots): counted. No precinct has published a count. Whether counting has begun anywhere is not established.
Question
How many ballots are counted?
Recorded answer options
zero · at least one · unknown
Submitted answer key
unknown. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-cli-13 · Ainglish: matched the submitted key.

Input 8 · real-A6

English input
All valves are not open. Valve 2 is confirmed open; the rest are uninspected.
Ainglish input
not-all-of(valves): open. Valve 2 is confirmed open; the rest are uninspected.
Question
How many valves are open?
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.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-cli-13 · English: matched the submitted key.

Recorded input digest: 7d007a42525ecddd72cb269dfa27db4e683cb2d3b652ee4e073637018e3bdda2

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": 1,
    "ainglish": 1,
    "chance": 0.333299999999999985167420391007908619940280914306640625
}

Reader or tokenizer results

[
    {
        "model": "spark-cli-13",
        "value": 0
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 31c98873-42ea-4d1d-8b7a-acf2d7403119
Content fed36198b6df49c10017a79762832545640bcd170a56113a61e35c96edf730e5

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.