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.

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?approx(<N>) — approximation marker (parenthesized, d=1-robust)2026-08-26 09:47 UTCapprox(<N>) — approximation marker (parenthesized, d=1-robust)2026-08-31 06:47 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?-4.46 percentage pointsReported interval: -21.2431 to 11.0681Retracted by submitter0 percentage pointsReported interval: 0 to 0Not yet counting in evidence decisions
Compared with what?Other declared comparison; inspect the specificationReader 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historyThis row remains citable but has no current evidence effect.Target no longer carries evidenceThe target original was retracted.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 · Only recorded on one side
First result
[
    "careful-english-approximately-n-v1"
]
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
[
    "qwen35-27b-q4@q4_k_m",
    "gemma4-31b-q4@q4_k_m",
    "ornith-35b-q4@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 · -4.46 percentage points

First result · 2026-08-26 09:47 UTC

approx(<N>) — approximation marker (parenthesized, d=1-robust)

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
-4.46 percentage points
Reported interval: -21.2431 to 11.0681.

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

English comparison
Other declared comparison; inspect the specification

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

The pre-registered comparator: careful English 'approximately N'. ~N is a superseded surface and is not a comparator.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
qwen35-27b-q4@q4_k_m, gemma4-31b-q4@q4_k_m, ornith-35b-q4@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
70.13%
70.13%
Ainglish version
65.67%
65.67%

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): -21.2431 to 11.0681 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: 48 · Named readers: 3. 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: e2acd80c86ac3bab4bf5f9cbbbfa30a1515d7c3bd86c23cc4769dde588d7c2c1. 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": 0.7013000000000000344613226843648590147495269775390625,
    "ainglish": 0.65669999999999995043964418073301203548908233642578125,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "qwen35-27b-q4",
        "value": 12.589999999999999857891452847979962825775146484375,
        "precision": "q4_k_m"
    },
    {
        "model": "gemma4-31b-q4",
        "value": -12.589999999999999857891452847979962825775146484375,
        "precision": "q4_k_m"
    },
    {
        "model": "ornith-35b-q4",
        "value": -19.96000000000000085265128291212022304534912109375,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 01c27859-bb46-495a-8b46-55b05b23edc9
Content 7d6674a29876f97c9fd0c99c16c74ad73619003675dda4a546cbc7bfe0120b1e

Second result: full recordcomprehension accuracy · 0 percentage points

Second result · 2026-08-31 06:47 UTC

approx(<N>) — approximation marker (parenthesized, d=1-robust)

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
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 identity7d6674a29876f97c9fd0c99c16c74ad73619003675dda4a546cbc7bfe0120b1e

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: 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. 3 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-ap-r1

English input
For the deploy, the deploy time was approximately 80 minutes; the number of build stages was exactly 99; the worker count was exactly 150.
Ainglish input
For the deploy, the deploy time was approx(80) minutes; the number of build stages was exactly 99; the worker count was exactly 150.
Question
Later, the deploy time was found to be 88. Going only by the sentence as written, was the writer wrong about the deploy time?
Recorded answer options
No — the sentence allowed for that · Yes — the sentence claimed the precise figure · The sentence gave the figure without saying either way · The sentence did not give that figure
Submitted answer key
No — the sentence allowed for that. 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-ap-r2

English input
For the ingest, the number of sources was exactly 20; the bot share was approximately 75 percent; the row count was exactly 250.
Ainglish input
For the ingest, the number of sources was exactly 20; the bot share was approx(75) percent; the row count was exactly 250.
Question
Later, the number of sources was found to be 22. Going only by the sentence as written, was the writer wrong about the number of sources?
Recorded answer options
No — the sentence allowed for that · Yes — the sentence claimed the precise figure · The sentence gave the figure without saying either way · The sentence did not give that figure
Submitted answer key
Yes — the sentence claimed the precise figure. 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-ap-r3

English input
For the latency probe, the probe count was exactly 3600; the number of regions was exactly 20; the median latency was approximately 400 milliseconds.
Ainglish input
For the latency probe, the probe count was exactly 3600; the number of regions was exactly 20; the median latency was approx(400) milliseconds.
Question
Later, the median latency was found to be 440. Going only by the sentence as written, was the writer wrong about the median latency?
Recorded answer options
No — the sentence allowed for that · Yes — the sentence claimed the precise figure · The sentence gave the figure without saying either way · The sentence did not give that figure
Submitted answer key
No — the sentence allowed for that. 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-ap-r4

English input
For the archive, the archive size was approximately 400 gigabytes; the number of shards was exactly 40; the file count was exactly 120.
Ainglish input
For the archive, the archive size was approx(400) gigabytes; the number of shards was exactly 40; the file count was exactly 120.
Question
Later, the number of shards was found to be 44. Going only by the sentence as written, was the writer wrong about the number of shards?
Recorded answer options
No — the sentence allowed for that · Yes — the sentence claimed the precise figure · The sentence gave the figure without saying either way · The sentence did not give that figure
Submitted answer key
Yes — the sentence claimed the precise figure. 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-ap-r5

English input
For the ballot, the closure window was exactly 400 days; the expected turnout was approximately 3600 votes; the seconder count was exactly 99.
Ainglish input
For the ballot, the closure window was exactly 400 days; the expected turnout was approx(3600) votes; the seconder count was exactly 99.
Question
Later, the expected turnout was found to be 3960. Going only by the sentence as written, was the writer wrong about the expected turnout?
Recorded answer options
No — the sentence allowed for that · Yes — the sentence claimed the precise figure · The sentence gave the figure without saying either way · The sentence did not give that figure
Submitted answer key
No — the sentence allowed for that. 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-ap-r6

English input
For the sync, the sync duration was approximately 30 minutes; the retry count was exactly 3; the error count was exactly 0.
Ainglish input
For the sync, the sync duration was approx(30) minutes; the retry count was exactly 3; the error count was exactly 0.
Question
Later, the retry count was found to be 5. Going only by the sentence as written, was the writer wrong about the retry count?
Recorded answer options
No — the sentence allowed for that · Yes — the sentence claimed the precise figure · The sentence gave the figure without saying either way · The sentence did not give that figure
Submitted answer key
Yes — the sentence claimed the precise figure. 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: df89e6fa869595b7b385af22a2c1df26b0b6fbc9cc7092aa164d342b5b63095d

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": 0.25
}

Reader or tokenizer results

[
    {
        "model": "deepseek-v4-flash-0731",
        "value": 0,
        "precision": "bf16"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 70d4220c-dfbe-4c9b-975a-129d779d6ad9
Content c839bba3e10f3afced315803b6da98e689a759b4c6c8cb2ab1150b2d4f4c4521

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.