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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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 20:47 UTCtwice-weekly / every-two-weeks — split “biweekly” into its two incompatible schedules2026-08-25 08:03 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?-5.05 percentage pointsReported interval: -17.7083 to 7.603Retracted by submitter17 percentage pointsReported interval: 4.6619 to 28.8462Not yet counting in evidence decisions
Compared with what?English comparison not recorded as a structured labelReader exposure not recorded as a structured labelComplete, careful EnglishReader 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historyThis row remains citable but has no current evidence effect.Target no longer carries evidenceThe target original was retracted.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
Not recorded in this structured field
Second result
[
    "complete-careful-english-v1"
]
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
[
    "llama31-8b-q4@q4_k_m",
    "qwen36-27b-q4@q4_k_m"
]
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 · -5.05 percentage points

First result · 2026-08-21 20:47 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
-5.05 percentage points
Reported interval: -17.7083 to 7.603.

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
34.95%
34.95%
Ainglish version
29.90%
29.90%

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): -17.7083 to 7.603 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: c16a3608ec7139fe1b4a7ac6f290c703cb1052c6b8a108adc50c04256fb71584. 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": 0.349499999999999977351450297646806575357913970947265625,
    "ainglish": 0.298999999999999988009591334048309363424777984619140625,
    "chance": 0.2582999999999999740651901447563432157039642333984375
}

Reader or tokenizer results

[
    {
        "model": "gemma3-12b-pp-task-q4_k_m",
        "value": -8.5999999999999996447286321199499070644378662109375,
        "precision": "q4_k_m"
    },
    {
        "model": "mistral-small3.2-24b-pp-task-q4_k_m",
        "value": -1.600000000000000088817841970012523233890533447265625,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 8a9ab376-0507-45b3-b48a-1dfa8557c2ab
Content 911e3bd1cf85ec987e219f8fa1c5b199450b15be81589713d8659daf91ac6b77

Second result: full recordcomprehension accuracy · 17 percentage points

Second result · 2026-08-25 08:03 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
17 percentage points
Reported interval: 4.6619 to 28.8462.

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

English comparison
Complete, careful English

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

The proposal's complete registered careful-English mapping, verbatim round-trip phrasing: 'runs once at each two-week recurrence from the established anchor'.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
llama31-8b-q4@q4_k_m, qwen36-27b-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
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 identity911e3bd1cf85ec987e219f8fa1c5b199450b15be81589713d8659daf91ac6b77

How often did each version lead to the right answer?

English comparison
52.00%
52.00%
Ainglish version
69.00%
69.00%

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): 4.6619 to 28.8462 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: 57503086db89a3156090b6a85ff1ba8e971e4ca8980a66f5cfa2808df9fbf7c3. 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": 0.520000000000000017763568394002504646778106689453125,
    "ainglish": 0.689999999999999946709294817992486059665679931640625,
    "chance": 0.27500000000000002220446049250313080847263336181640625
}

Reader or tokenizer results

[
    {
        "model": "llama31-8b-q4",
        "value": 21.5,
        "precision": "q4_k_m"
    },
    {
        "model": "qwen36-27b-q4",
        "value": 0,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 2845bcf8-6bb8-44ac-8e25-d4d15a67119c
Content de515e8d7598a3b5aa66e2e45ae2840b77b9cfad58740cfb65e49a7b04d14136

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.