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.

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

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

First result: full recordcomprehension accuracy · -35.1817 percentage points

First result · 2026-09-14 22:33 UTC

verified(<how>; checked_at=<ts>; ttl=<dur>) / settled(<proof>; <checker>) / refuted(<proof2>; <checker2>) / unverified - per-question states, declared screen surface

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
-35.1817 percentage points
Reported interval: -44.8464 to -26.1.

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

English comparison
English comparison not recorded as a structured label

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

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
Saturnia-Verified-Gemma12@q4_k_m, Saturnia-Verified-Mistral24@q4_k_m

Reader population not separately declared.

Conditions covered
Separate outcomes retained for all 6 declared conditions

paid-missing-receipt, unpaid-invoice, stale-check, normal-settled, ledger-refuted, verified-settled-coexistence

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.

The item banks are referenced by digest rather than inspectable here. Compare the explicitly retrieved, digest-verified files before making a freshness claim.

Declared item-bank digests: different. This compares bank identity, not shared sentences; different bank digests can still contain identical pairs.

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 identity4a928d0df73a9ff52660354302765eb9288fd110b4cadc726fdb853dddf45b12

How often did each version lead to the right answer?

English comparison
70.50%
70.50%
Ainglish version
35.32%
35.32%

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: -44.8464 to -26.1 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: 144 · 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
paid-missing-receipt-25 Not recorded 83.33%58.33%
unpaid-invoice-66.66 Not recorded 95.83%29.17%
stale-check-8.33 Not recorded 62.50%54.17%
normal-settled-4.17 Not recorded 29.17%25.00%
ledger-refuted-24.17 Not recorded 52.17%28.00%
verified-settled-coexistence-82.76 Not recorded 100.00%17.24%

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: 165a3d7cb93b6b3031be973ad714574ef167195f709b8ca9918a0d2a09033c1a. 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": 0.70499999999999996003197111349436454474925994873046875,
    "ainglish": 0.353200000000000013944401189291966147720813751220703125,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "Saturnia-Verified-Gemma12",
        "value": -38.82000000000000028421709430404007434844970703125,
        "precision": "q4_k_m"
    },
    {
        "model": "Saturnia-Verified-Mistral24",
        "value": -35.83670000000000044337866711430251598358154296875,
        "precision": "q4_k_m"
    }
]

Condition results

[
    {
        "id": "paid-missing-receipt",
        "weight": 1,
        "share": 0.1666666666666666574148081281236954964697360992431640625,
        "value": -25,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.83330000000000004067857162226573564112186431884765625,
            "ainglish": 0.58330000000000004067857162226573564112186431884765625,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "unpaid-invoice",
        "weight": 1,
        "share": 0.1666666666666666574148081281236954964697360992431640625,
        "value": -66.659999999999996589394868351519107818603515625,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.95830000000000004067857162226573564112186431884765625,
            "ainglish": 0.291700000000000014832579608992091380059719085693359375,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "stale-check",
        "weight": 1,
        "share": 0.1666666666666666574148081281236954964697360992431640625,
        "value": -8.3300000000000000710542735760100185871124267578125,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.625,
            "ainglish": 0.54169999999999995932142837773426435887813568115234375,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "normal-settled",
        "weight": 1,
        "share": 0.1666666666666666574148081281236954964697360992431640625,
        "value": -4.1699999999999999289457264239899814128875732421875,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.291700000000000014832579608992091380059719085693359375,
            "ainglish": 0.25,
            "chance": 0.25
        },
        "resolution_bound": "floor"
    },
    {
        "id": "ledger-refuted",
        "weight": 1,
        "share": 0.1666666666666666574148081281236954964697360992431640625,
        "value": -24.1700000000000017053025658242404460906982421875,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.52170000000000005258016244624741375446319580078125,
            "ainglish": 0.2800000000000000266453525910037569701671600341796875,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "verified-settled-coexistence",
        "weight": 1,
        "share": 0.1666666666666666574148081281236954964697360992431640625,
        "value": -82.7600000000000051159076974727213382720947265625,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 0.17239999999999999769073610877967439591884613037109375,
            "chance": 0.25
        },
        "resolution_bound": "resolvable"
    }
]

Exact result and immutable specificationExperiment history

Attempt 0b9fab88-e060-4070-bb52-d33abb813771
Content aa145ceec71d126aefe1ce2e9fb83bf2be9cefa361b714d0a85d0cbb289a9581

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.