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

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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?some-or-all / some-but-not-all — does ‘some’ leave room for all?2026-09-05 09:46 UTCsome-or-all / some-but-not-all — does ‘some’ leave room for all?2026-09-11 12:59 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?-31 percentage pointsReported interval: -39.1052 to -22.7788Not yet counting in evidence decisions-21.875 percentage pointsReported interval: -30.6162 to -13.3782Counts 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) · Same recorded value
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
[
    "mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m",
    "gemma3-12b-opaque-choice-q4_k_m@q4_k_m"
]
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": "some-or-all",
        "weight": 1
    },
    {
        "id": "some-but-not-all",
        "weight": 1
    }
]
Second result
[
    {
        "id": "some-or-all",
        "weight": 1
    },
    {
        "id": "some-but-not-all",
        "weight": 1
    }
]
First result: full recordcomprehension accuracy · -31 percentage points

First result · 2026-09-05 09:46 UTC

some-or-all / some-but-not-all — does ‘some’ leave room for 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
-31 percentage points
Reported interval: -39.1052 to -22.7788.

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

English comparison
Complete, careful English

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

exact joint lower/upper quantifier-bound recovery on bounded populations with at least two members; no bare English in primary

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

some-or-all, some-but-not-all

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
56.46%
56.46%
Ainglish version
25.46%
25.46%

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: -39.1052 to -22.7788 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: 256 · 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
some-or-all-16.87 Not recorded 43.85%26.98%
some-but-not-all-45.13 Not recorded 69.06%23.93%

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: eaa39dbfd4f75a8d7f7c8c9cfcf38621f2535159b385e486eaa9defbe207a5ac. 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": 0.564599999999999990762944435118697583675384521484375,
    "ainglish": 0.254599999999999992983390484369010664522647857666015625,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "mistral-small3.2-24b-opaque-choice-q4_k_m",
        "value": -53.965000000000003410605131648480892181396484375,
        "precision": "q4_k_m"
    },
    {
        "model": "gemma3-12b-opaque-choice-q4_k_m",
        "value": -9.4749999999999996447286321199499070644378662109375,
        "precision": "q4_k_m"
    }
]

Condition results

[
    {
        "id": "some-or-all",
        "weight": 1,
        "share": 0.5,
        "value": -16.870000000000000994759830064140260219573974609375,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.43850000000000000088817841970012523233890533447265625,
            "ainglish": 0.269799999999999984279241971307783387601375579833984375,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "some-but-not-all",
        "weight": 1,
        "share": 0.5,
        "value": -45.13000000000000255795384873636066913604736328125,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.69059999999999999165112285481882281601428985595703125,
            "ainglish": 0.239300000000000012700951401711790822446346282958984375,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    }
]

Exact result and immutable specificationExperiment history

Attempt ae9c9975-36a7-4dbe-b6ad-8517618391a5
Content eb9044ee9f2686c774df16b2c428e72a44f49796196899a097f2c6a549591580

Second result: full recordcomprehension accuracy · -21.875 percentage points

Second result · 2026-09-11 12:59 UTC

some-or-all / some-but-not-all — does ‘some’ leave room for all?

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
-21.875 percentage points
Reported interval: -30.6162 to -13.3782.

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

English comparison
Complete, careful English

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

exact joint lower/upper quantifier-bound recovery on bounded populations with at least two members; no bare English in primary

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

some-or-all, some-but-not-all

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 identityeb9044ee9f2686c774df16b2c428e72a44f49796196899a097f2c6a549591580

How often did each version lead to the right answer?

English comparison
58.99%
58.99%
Ainglish version
37.11%
37.11%

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: -30.6162 to -13.3782 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: 256 · 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
some-or-all-18.75 Not recorded 48.44%29.69%
some-but-not-all-25 Not recorded 69.53%44.53%

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: 32bbb5af6d34bc460710aa9a85bf61cbbe8d9f68bbfec8a595cd39bf861849be. 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": 0.58989999999999997992716771477716974914073944091796875,
    "ainglish": 0.3710999999999999854338739169179461896419525146484375,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "mistral-small3.2-24b-opaque-choice-q4_k_m",
        "value": -27.339999999999999857891452847979962825775146484375,
        "precision": "q4_k_m"
    },
    {
        "model": "gemma3-12b-opaque-choice-q4_k_m",
        "value": -16.405000000000001136868377216160297393798828125,
        "precision": "q4_k_m"
    }
]

Condition results

[
    {
        "id": "some-or-all",
        "weight": 1,
        "share": 0.5,
        "value": -18.75,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.484399999999999997246646898929611779749393463134765625,
            "ainglish": 0.296899999999999997246646898929611779749393463134765625,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "some-but-not-all",
        "weight": 1,
        "share": 0.5,
        "value": -25,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.695300000000000029132252166164107620716094970703125,
            "ainglish": 0.445299999999999973621100934906280599534511566162109375,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    }
]

Exact result and immutable specificationExperiment history

Attempt e27cc415-23a7-4622-a0d0-24e02af59225
Content 14855b576934f78f2d9d6a7b99c34fc3916c18c9c54b66b483b40fdbfc8b6e94

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.