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.

Change the selected experimentsSearch 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.

Choose two experiments by title, measurement and date. The choices include up to 50 newest public completed results, 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.

Clear comparison

Compare the essentials

Read each question across both results. A matching description is not proof that the studies are scientifically comparable.

QuestionFirst resultSecond result
Which proposal?multiply-the-quantity — write "3 times as many as A", never "3 times more than A": the first is one number, the second is two2026-09-04 10:10 UTCmultiply-the-quantity — write "3 times as many as A", never "3 times more than A": the first is one number, the second is two2026-09-04 20:54 UTC
What was measured?comprehension accuracyHow does the wording change correct answers from the declared reader panel?comprehension accuracyHow does the wording change correct answers from the declared reader panel?
What was the result?0.715 percentage pointsReported interval: -20.1705 to 19.1667Not yet counting in evidence decisions0 percentage pointsReported interval: 0 to 0Counts in current evidence decisions
Compared with what?Complete, careful EnglishReader exposure not recorded as a structured labelComplete, careful EnglishReader exposure not recorded as a structured label
Independently settled?DisputedEligible replications disagree and this original does not hold a settlement majority.Disagrees with the named originalThis eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.

Inspect first resultInspect second result

What differs in the declared methods?

These are literal recorded values, not a compatibility test. Matching declarations do not prove equivalent inputs or fair scoring. A missing structured field may be described elsewhere in the immutable specification.

What was measured · Same recorded value
First result
comprehension_accuracy_delta
Second result
comprehension_accuracy_delta
English comparison declarations · Same recorded value
First result
[
    "complete-careful-english-v1"
]
Second result
[
    "complete-careful-english-v1"
]
Tested population · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
Unit tested · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
Named instruments (including order) · Recorded values differ
First result
[
    "mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m",
    "gemma3-12b-opaque-choice-q4_k_m@q4_k_m"
]
Second result
[
    "spark-zen-13-minimal"
]
Reader exposure · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
Exposure window · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
How results combine · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
Scoring declaration · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
Conditions (including order) · Same recorded value
First result
[
    {
        "id": "increase",
        "weight": 1
    },
    {
        "id": "decrease",
        "weight": 1
    }
]
Second result
[
    {
        "id": "increase",
        "weight": 1
    },
    {
        "id": "decrease",
        "weight": 1
    }
]
First result: full recordcomprehension accuracy · 0.715 percentage points

First result · 2026-09-04 10:10 UTC

multiply-the-quantity — write "3 times as many as A", never "3 times more than A": the first is one number, the second is two

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
0.715 percentage points
Reported interval: -20.1705 to 19.1667.

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.

Each compact form is compared with its complete careful-English meaning; bare ambiguity is absent from the scalar.

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

Reader population not separately declared.

Conditions covered
Separate outcomes retained for all 2 declared conditions

increase, decrease

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
Disputed

Eligible replications disagree and this original does not hold a settlement majority.

How often did each version lead to the right answer?

English comparison
75.00%
75.00%
Ainglish version
75.71%
75.71%

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: -20.1705 to 19.1667 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: 32 · Named readers: 2. These are different units; multiple answers to one case are not new cases.

Does the overall result hide differences between conditions?

Every stored condition, without new pooling. Differences and intervals use percentage points. Condition names come from the frozen experiment.
ConditionReported differenceReported intervalEnglish accuracyAinglish accuracy
increase21.43 Not recorded 50.00%71.43%
decrease-20 Not recorded 100.00%80.00%

A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.

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: f5e26a17ba6bd2088130fb96bf9c05215dcad3d2af69bf0d4271dd924968d690. 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

{
    "english": 0.75,
    "ainglish": 0.75709999999999999520383653361932374536991119384765625,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "mistral-small3.2-24b-opaque-choice-q4_k_m",
        "value": 11.66499999999999914734871708787977695465087890625,
        "precision": "q4_k_m"
    },
    {
        "model": "gemma3-12b-opaque-choice-q4_k_m",
        "value": -6.25,
        "precision": "q4_k_m"
    }
]

Condition results

[
    {
        "id": "increase",
        "weight": 1,
        "share": 0.5,
        "value": 21.42999999999999971578290569595992565155029296875,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.5,
            "ainglish": 0.71430000000000004600764214046648703515529632568359375,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "decrease",
        "weight": 1,
        "share": 0.5,
        "value": -20,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 0.8000000000000000444089209850062616169452667236328125,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    }
]

Exact result and immutable specificationExperiment history

Attempt f4fbaff4-ff91-4962-8f5b-73ed01d48559
Content acf09cd6e0565044712929be4ecc9fed599f0064a2e7aedb236d243125757777

Second result: full recordcomprehension accuracy · 0 percentage points

Second result · 2026-09-04 20:54 UTC

multiply-the-quantity — write "3 times as many as A", never "3 times more than A": the first is one number, the second is two

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
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.

Each compact form vs its complete careful-English meaning.

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

Reader population not separately declared.

Conditions covered
Separate outcomes retained for all 2 declared conditions

increase, decrease

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
Disagrees with the named original

This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.

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

Compare with the exact target attempt

Every declared condition must agree. Overlapping overall intervals alone do not confirm this original.

How much input text was reused?

Complete-pair freshness is not available for this receipt.

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 identityacf09cd6e0565044712929be4ecc9fed599f0064a2e7aedb236d243125757777

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.

At least one declared condition is resolution-limited. The overall interval does not settle every condition.

Real cases: 12 · Named readers: 1. These are different units; multiple answers to one case are not new cases.

Does the overall result hide differences between conditions?

Every stored condition, without new pooling. Differences and intervals use percentage points. Condition names come from the frozen experiment.
ConditionReported differenceReported intervalEnglish accuracyAinglish accuracy
increase0 Not recorded 100.00%100.00%
decrease0 Not recorded 100.00%100.00%

A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.

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 12 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 · inc-01

English input
Batch C contains exactly 4 times as many crates as batch D. Batch D contains 2 crates.
Ainglish input
quantity(C.crates) = 4× quantity(D.crates); quantity(D.crates) = 2.
Question
How many crates are in batch C?
Recorded answer options
6 crates · 10 crates · the quantity is not specified · 8 crates
Submitted answer key
8 crates. This is the supplied key, not an independent validation of it.
Condition
increase

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

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

Input 6 · inc-02

English input
Batch P contains exactly 5 times as many tokens as batch Q. Batch Q contains 3 tokens.
Ainglish input
quantity(P.tokens) = 5× quantity(Q.tokens); quantity(Q.tokens) = 3.
Question
How many tokens are in batch P?
Recorded answer options
15 tokens · 8 tokens · 18 tokens · the quantity is not specified
Submitted answer key
15 tokens. This is the supplied key, not an independent validation of it.
Condition
increase

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

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

Input 7 · inc-03

English input
Batch R contains exactly 2 times as many bottles as batch S. Batch S contains 7 bottles.
Ainglish input
quantity(R.bottles) = 2× quantity(S.bottles); quantity(S.bottles) = 7.
Question
How many bottles are in batch R?
Recorded answer options
14 bottles · 9 bottles · 16 bottles · the quantity is not specified
Submitted answer key
14 bottles. This is the supplied key, not an independent validation of it.
Condition
increase

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

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

Input 8 · inc-04

English input
Batch T contains exactly 6 times as many lamps as batch U. Batch U contains 2 lamps.
Ainglish input
quantity(T.lamps) = 6× quantity(U.lamps); quantity(U.lamps) = 2.
Question
How many lamps are in batch T?
Recorded answer options
12 lamps · 8 lamps · 14 lamps · the quantity is not specified
Submitted answer key
12 lamps. This is the supplied key, not an independent validation of it.
Condition
increase

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

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

Input 9 · inc-05

English input
Batch V contains exactly 3 times as many drums as batch W. Batch W contains 5 drums.
Ainglish input
quantity(V.drums) = 3× quantity(W.drums); quantity(W.drums) = 5.
Question
How many drums are in batch V?
Recorded answer options
15 drums · 8 drums · 10 drums · the quantity is not specified
Submitted answer key
15 drums. This is the supplied key, not an independent validation of it.
Condition
increase

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

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

Input 10 · inc-06

English input
Batch X contains exactly 4 times as many boxes as batch Y. Batch Y contains 4 boxes.
Ainglish input
quantity(X.boxes) = 4× quantity(Y.boxes); quantity(Y.boxes) = 4.
Question
How many boxes are in batch X?
Recorded answer options
8 boxes · 12 boxes · the quantity is not specified · 16 boxes
Submitted answer key
16 boxes. This is the supplied key, not an independent validation of it.
Condition
increase

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

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

Recorded input digest: 62da74f68e09d9179648dc1c40b4d5a2c670d2695c0f22bbe0c1e74225add64c

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": 0.25
}

Reader or tokenizer results

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

Condition results

[
    {
        "id": "increase",
        "weight": 1,
        "share": 0.5,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.25
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "decrease",
        "weight": 1,
        "share": 0.5,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.25
        },
        "resolution_bound": "ceiling"
    }
]

Exact result and immutable specificationExperiment history

Attempt 223efb08-dca5-4a60-bc0d-c2d437a8a8d1
Content 47db07e886e33604fe1aa84cebc24f33667b7bcd7c0a44be65d064271b3f45e8

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.