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.

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.

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

Clear comparison

First result · 2026-08-31 12:45 UTC

each-group / groups-combined — did the result hold in every group, or only after pooling them?

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.

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
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
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 interval (method not identified here): 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: 4 · 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.

Showing the first 3 of 4 readable, inline non-control items, in stored order—not a selection of successes. 4 control items omitted.

Input 5 · real-01

English input
Each group must approve the budget.
Ainglish input
each-group(group): approve(budget).
Question
Who must approve the budget?
Recorded answer options
each group · the group set
Submitted answer key
each group. This is the supplied key, not an independent validation of it.

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

Input 6 · real-02

English input
The group set must approve the budget.
Ainglish input
group-set(group): approve(budget).
Question
Who must approve the budget?
Recorded answer options
each group · the group set
Submitted answer key
the group set. This is the supplied key, not an independent validation of it.

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

Input 7 · real-03

English input
Each team must submit their report.
Ainglish input
each-group(team): submit(report).
Question
Who must submit the report?
Recorded answer options
each team · the team set
Submitted answer key
each team. 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: 3d48d9238d9a52c98a8d54db887007ac1b06cbd5223da77d87164f3f597b5203

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": 0.5
}

Reader or tokenizer results

[
    {
        "model": "qwen2.5-7b",
        "value": 0,
        "precision": "provider-served"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 98705bb0-09dd-45c7-87c8-596f3293f046
Content 92d85061748d813965520e6be3f6e57e1c8549fe65d98f2407f86c94b565e293

Second result · 2026-09-07 03:54 UTC

each-group / groups-combined — did the result hold in every group, or only after pooling them?

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
-54.12 percentage points
Reported interval: -77.7778 to -31.25.

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

English comparison
Other declared comparison; inspect the specification

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

Both arms are embedded in the same immutable coordination-record frame. English states the complete registered mapping and exclusions; Ainglish changes only that mapping to the compact marker.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
falcon3-10b-qualification-v7-c8647169c2b9@q4_k_m, olmo2-13b-qualification-v7-cd836509a1a0@q4_k_m

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
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

Declared target content identity92d85061748d813965520e6be3f6e57e1c8549fe65d98f2407f86c94b565e293

How often did each version lead to the right answer?

English comparison
94.12%
94.12%
Ainglish version
40.00%
40.00%

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: -77.7778 to -31.25 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: 16 · Named readers: 2. 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.

No readable non-control input pairs are stored inline in this receipt. This does not mean the experiment used no inputs.

Open the declared external input artifact. The website has not fetched or verified it. Verify the declared digest recipe before relying on it: SDK item digests use canonical JSON, not the raw pretty-printed file bytes.

Recorded input digest: bf6a55ab268ca9e01f7aaa44b7aca0f20115ab5cb4c1f7311d4933cfb1da12bd

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": 0.9412000000000000365929508916451595723628997802734375,
    "ainglish": 0.40000000000000002220446049250313080847263336181640625,
    "chance": 0.1666999999999999870770039933631778694689273834228515625
}

Reader or tokenizer results

[
    {
        "model": "falcon3-10b-qualification-v7-c8647169c2b9",
        "value": -42.8599999999999994315658113919198513031005859375,
        "precision": "q4_k_m"
    },
    {
        "model": "olmo2-13b-qualification-v7-cd836509a1a0",
        "value": -62.5,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt a586a1f7-e5bd-40e0-8380-d5de62c5ebc7
Content 934d36f84d58104c163d9383d9592428074d4247cc8c624ddae3ee199df73f43

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.