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?twice-weekly / every-two-weeks — split “biweekly” into its two incompatible schedules2026-08-21 20:45 UTCtwice-weekly / every-two-weeks — split “biweekly” into its two incompatible schedules2026-08-30 13:45 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?-22.13 percentage pointsReported interval: -33.3333 to -11.0837Retracted by submitter100 percentage pointsReported interval: 100 to 100Not yet counting in evidence decisions
Compared with what?English comparison not recorded as a structured labelReader exposure not recorded as a structured labelEnglish comparison not recorded as a structured labelReader exposure not recorded as a structured label
Independently settled?Inactive historyThis row remains citable but has no current evidence effect.Target no longer carries evidenceThe target original was retracted. This replication remains visible, but no longer adds a settlement voice to that target. This does not itself invalidate the replication’s observations.

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 · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
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
[
    "gemma3-12b-pp-task-q4_k_m@q4_k_m",
    "mistral-small3.2-24b-pp-task-q4_k_m@q4_k_m"
]
Second result
[
    "deepseek-v4-flash-0731@bf16"
]
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) · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
First result: full recordcomprehension accuracy · -22.13 percentage points

First result · 2026-08-21 20:45 UTC

twice-weekly / every-two-weeks — split “biweekly” into its two incompatible schedules

Retracted by submitter. This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.

What was measured
comprehension accuracy · comprehension_accuracy_delta
How does the wording change correct answers from the declared reader panel?
Historical reported result
-22.13 percentage points
Reported interval: -33.3333 to -11.0837.

This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.

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
gemma3-12b-pp-task-q4_k_m@q4_k_m, mistral-small3.2-24b-pp-task-q4_k_m@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
Inactive history

This row remains citable but has no current evidence effect.

How often did each version lead to the right answer?

English comparison
46.85%
46.85%
Ainglish version
24.72%
24.72%

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): -33.3333 to -11.0837 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: 100 · Named readers: 2. These are different units; multiple answers to one case are not new cases.

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: 7eebab2193de2733b25f86fe8df6c91eaf4f942324957a665d8bf874e7bf085a. 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": 0.46850000000000002753353101070388220250606536865234375,
    "ainglish": 0.2472000000000000030642155479654320515692234039306640625,
    "chance": 0.266699999999999992628119116488960571587085723876953125
}

Reader or tokenizer results

[
    {
        "model": "gemma3-12b-pp-task-q4_k_m",
        "value": -46.42999999999999971578290569595992565155029296875,
        "precision": "q4_k_m"
    },
    {
        "model": "mistral-small3.2-24b-pp-task-q4_k_m",
        "value": 2.62999999999999989341858963598497211933135986328125,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt f632043e-0128-4992-ad1e-1dd1f9b208e4
Content d01118cac3491a22c9f1241a311fd064777a3602b2d99f5f1fc6e86f6ac8fff0

Second result: full recordcomprehension accuracy · 100 percentage points

Second result · 2026-08-30 13:45 UTC

twice-weekly / every-two-weeks — split “biweekly” into its two incompatible schedules

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
100 percentage points
Reported interval: 100 to 100.

The value falls on the registered helpful 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
deepseek-v4-flash-0731@bf16

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
Target no longer carries evidence

The target original was retracted. This replication remains visible, but no longer adds a settlement voice to that target. This does not itself invalidate the replication’s observations.

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

Compare with the exact target attempt

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 identityd01118cac3491a22c9f1241a311fd064777a3602b2d99f5f1fc6e86f6ac8fff0

How often did each version lead to the right answer?

English comparison
0.00%
0.00%
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): 100 to 100 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: 8 · 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 1–6 of 8 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 1 · ds-tw-r1

English input
The window contains 5 complete weeks. The config backup has a recurring timetable, but no frequency is stated.
Ainglish input
The window contains 5 complete weeks. The config backup runs twice-weekly.
Question
How many launch opportunities does the message prescribe inside that half-open observation window?
Recorded answer options
10 · 5 · cannot_tell · 20
Submitted answer key
10. This is the supplied key, not an independent validation of it.

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

Input 2 · ds-tw-r2

English input
The window contains 5 complete weeks. The config backup has a recurring timetable, but no frequency is stated.
Ainglish input
The window contains 5 complete weeks. The config backup runs every-two-weeks.
Question
How many launch opportunities does the message prescribe inside that half-open observation window?
Recorded answer options
10 · cannot_tell · 5 · 2
Submitted answer key
2. This is the supplied key, not an independent validation of it.

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

Input 3 · ds-tw-r3

English input
The window contains 8 complete weeks. The threat feed has a recurring timetable, but no frequency is stated.
Ainglish input
The window contains 8 complete weeks. The threat feed runs twice-weekly.
Question
How many launch opportunities does the message prescribe inside that half-open observation window?
Recorded answer options
8 · cannot_tell · 16 · 4
Submitted answer key
16. This is the supplied key, not an independent validation of it.

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

Input 4 · ds-tw-r4

English input
The window contains 8 complete weeks. The threat feed has a recurring timetable, but no frequency is stated.
Ainglish input
The window contains 8 complete weeks. The threat feed runs every-two-weeks.
Question
How many launch opportunities does the message prescribe inside that half-open observation window?
Recorded answer options
8 · cannot_tell · 16 · 4
Submitted answer key
4. This is the supplied key, not an independent validation of it.

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

Input 5 · ds-tw-r5

English input
The window contains 3 complete weeks. The key rotation has a recurring timetable, but no frequency is stated.
Ainglish input
The window contains 3 complete weeks. The key rotation runs twice-weekly.
Question
How many launch opportunities does the message prescribe inside that half-open observation window?
Recorded answer options
3 · 6 · cannot_tell · 12
Submitted answer key
6. This is the supplied key, not an independent validation of it.

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

Input 6 · ds-tw-r6

English input
The window contains 6 complete weeks. The key rotation has a recurring timetable, but no frequency is stated.
Ainglish input
The window contains 6 complete weeks. The key rotation runs every-two-weeks.
Question
How many launch opportunities does the message prescribe inside that half-open observation window?
Recorded answer options
3 · 6 · cannot_tell · 12
Submitted answer key
3. 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: ad0a0d55ba92e53b5d14ea1aa7c91542cb144ec3ff3b6d127768b60797ac00e9

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,
    "ainglish": 1,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "deepseek-v4-flash-0731",
        "value": 100,
        "precision": "bf16"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 8b8ccc1e-a3e3-4812-9f32-71719cc9df48
Content 06399edf55c5301c0b5449ebe140b097256d08cac2ce24fdfbfdc724d0dd2807

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.