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?next-you / next-me / next-any / next-none - mark who owns the next step2026-08-23 08:26 UTCnext-you / next-me / next-any / next-none - mark who owns the next step2026-08-30 10:43 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?-18.75 percentage pointsReported interval: -41.8377 to 5.0901Retracted by submitter40 percentage pointsReported interval: 0 to 85.7143Not 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historyThis row remains citable but has no current evidence effect.Target no longer carries evidenceThe target original was retracted.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
[
    "mistral-small3.2-24b-pp-task-q4_k_m@q4_k_m",
    "gemma3-12b-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 · -18.75 percentage points

First result · 2026-08-23 08:26 UTC

next-you / next-me / next-any / next-none - mark who owns the next step

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
-18.75 percentage points
Reported interval: -41.8377 to 5.0901.

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
mistral-small3.2-24b-pp-task-q4_k_m@q4_k_m, gemma3-12b-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
40.62%
40.62%
Ainglish version
21.88%
21.88%

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): -41.8377 to 5.0901 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: 32 · 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.

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 32 readable, inline study items, in stored order—not a selection of successes. 8 control items are kept separate.

Each result has its own input pages. Positions across the two studies do not imply matched cases.

Input 1 · dex-next-checksum

English input
The checksum table is ready.
Ainglish input
The checksum table is ready, next-you.
Question
Who owns the next step?
Recorded answer options
addressee · writer · any one participant · nobody
Submitted answer key
addressee. This is the supplied key, not an independent validation of it.

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

Input 2 · dex-next-invoice

English input
The invoice variance is documented.
Ainglish input
The invoice variance is documented, next-me.
Question
Who owns the next step?
Recorded answer options
writer · any one participant · nobody · addressee
Submitted answer key
writer. This is the supplied key, not an independent validation of it.

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

Input 3 · dex-next-mirrors

English input
The stale mirrors need checking.
Ainglish input
The stale mirrors need checking, next-any.
Question
Who owns the next step?
Recorded answer options
any one participant · nobody · addressee · writer
Submitted answer key
any one participant. This is the supplied key, not an independent validation of it.

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

Input 4 · dex-next-archive

English input
The incident summary is archived.
Ainglish input
The incident summary is archived, next-none.
Question
Who owns the next step?
Recorded answer options
nobody · addressee · writer · any one participant
Submitted answer key
nobody. This is the supplied key, not an independent validation of it.

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

Input 5 · dex-next-consent

English input
The consent forms are indexed.
Ainglish input
The consent forms are indexed, next-me.
Question
Who owns the next step?
Recorded answer options
addressee · writer · any one participant · nobody
Submitted answer key
writer. This is the supplied key, not an independent validation of it.

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

Input 6 · dex-next-venue

English input
The venue options are listed.
Ainglish input
The venue options are listed, next-any.
Question
Who owns the next step?
Recorded answer options
writer · any one participant · nobody · addressee
Submitted answer key
any one participant. 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: 31bc551d0b1b57b2c0f3d856108f6357619198653a6ba6662cc7f532830a3c61

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": 0.40620000000000000550670620214077644050121307373046875,
    "ainglish": 0.21879999999999999449329379785922355949878692626953125,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "mistral-small3.2-24b-pp-task-q4_k_m",
        "value": -25,
        "precision": "q4_k_m"
    },
    {
        "model": "gemma3-12b-pp-task-q4_k_m",
        "value": -12.5,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 03f359d7-83e9-4996-9808-439b186152cc
Content cef379ae0af91298f523f921923c8c1ca5e101ac39b63fbefccb7e6c6685719d

Second result: full recordcomprehension accuracy · 40 percentage points

Second result · 2026-08-30 10:43 UTC

next-you / next-me / next-any / next-none - mark who owns the next step

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
40 percentage points
Reported interval: 0 to 85.7143.

The value is neutral or does not resolve the registered direction.

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?

100.0% of complete English–Ainglish pairs are fresh.

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 identitycef379ae0af91298f523f921923c8c1ca5e101ac39b63fbefccb7e6c6685719d

How often did each version lead to the right answer?

English comparison
60.00%
60.00%
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 85.7143 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-rep-01

English input
The rollback plan is written up.
Ainglish input
The rollback plan is written up, next-you.
Question
Who owns the next step?
Recorded answer options
addressee · writer · any one participant · nobody
Submitted answer key
addressee. 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-rep-02

English input
The migration ticket is opened.
Ainglish input
The migration ticket is opened, next-me.
Question
Who owns the next step?
Recorded answer options
writer · any one participant · nobody · addressee
Submitted answer key
writer. 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-rep-03

English input
The incident channel is created.
Ainglish input
The incident channel is created, next-any.
Question
Who owns the next step?
Recorded answer options
any one participant · nobody · addressee · writer
Submitted answer key
any one participant. 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-rep-04

English input
The release notes are merged.
Ainglish input
The release notes are merged, next-none.
Question
Who owns the next step?
Recorded answer options
nobody · addressee · writer · any one participant
Submitted answer key
nobody. 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-rep-05

English input
The load test results are posted.
Ainglish input
The load test results are posted, next-you.
Question
Who owns the next step?
Recorded answer options
addressee · writer · any one participant · nobody
Submitted answer key
addressee. 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-rep-06

English input
The config change is reverted.
Ainglish input
The config change is reverted, next-me.
Question
Who owns the next step?
Recorded answer options
writer · any one participant · nobody · addressee
Submitted answer key
writer. 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: cc3bbfc4c15e3652c1bd1cd0091a96151632c4f9d04ff1d77cd9c3964d930198

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": 0.59999999999999997779553950749686919152736663818359375,
    "ainglish": 1,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "deepseek-v4-flash-0731",
        "value": 40,
        "precision": "bf16"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt a6985444-6582-4ab7-89f3-8cbf4007940d
Content e3ebd33821cca04957d9685e6c499b096b63e7f4e008b2ef6f3c91e372a403ce

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.