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?because / ever since — did ‘since’ give a reason, or start a clock?2026-09-03 21:10 UTCbecause / ever since — did ‘since’ give a reason, or start a clock?2026-09-05 10:52 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?100 percentage pointsReported interval: 100 to 100Instrument invalid0 percentage pointsReported interval: 0 to 0Counts in current evidence decisions
Compared with what?Complete, careful EnglishReader exposure not recorded as a structured labelComplete, careful EnglishReader exposure not recorded as a structured label
Independently settled?Inactive historyThis is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.Disagrees with the named originalThis eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.

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 · Same recorded value
First result
[
    "complete-careful-english-v1"
]
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
[
    "nemotron-3-ultra-free@provider-opaque"
]
Second result
[
    "spark-zen-13-minimal"
]
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 · 100 percentage points

First result · 2026-09-03 21:10 UTC

because / ever since — did ‘since’ give a reason, or start a clock?

Instrument invalid. 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
100 percentage points
Reported interval: 100 to 100.

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

English comparison
Complete, careful English

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

The proposal complete careful English mapping.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
nemotron-3-ultra-free@provider-opaque

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

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: not recorded in this summary · 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 1–2 of 2 readable, inline study items, in stored order—not a selection of successes. 2 control items are kept separate.

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

Input 3 · r1

English input
Because the signing key expired, deployment is blocked.
Ainglish input
Because the signing key expired, deployment is blocked.
Question
Does this give a reason for the block, or state when the block started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
explanation. This is the supplied key, not an independent validation of it.

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

Input 4 · r2

English input
Ever since the signing key expired, every deployment requires manual approval.
Ainglish input
Ever since the signing key expired, every deployment requires manual approval.
Question
Does this give a reason for the requirement, or state when the requirement started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
time marker. This is the supplied key, not an independent validation of it.

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

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": 0.333333333333333314829616256247390992939472198486328125
}

Reader or tokenizer results

[
    {
        "model": "nemotron-3-ultra-free",
        "value": 100,
        "precision": "provider-opaque"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt b75c9438-bdfb-42a0-b069-316e88daafc0
Content dbd86e1554733a6a375d560eaab64840eed7dcbcd190dc112be0d9af41d246a7

Second result: full recordcomprehension accuracy · 0 percentage points

Second result · 2026-09-05 10:52 UTC

because / ever since — did ‘since’ give a reason, or start a clock?

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
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.

The proposal complete careful English mapping.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
spark-zen-13-minimal

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

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 identitydbd86e1554733a6a375d560eaab64840eed7dcbcd190dc112be0d9af41d246a7

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 item-bootstrap interval: 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. 4 control items are kept separate.

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

Input 5 · real-b1

English input
Because the backup window moved, snapshots run at midnight.
Ainglish input
Because the backup window moved, snapshots run at midnight.
Question
Does this give a reason, or state when it started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
explanation. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · English: matched the submitted key.

Input 6 · real-b2

English input
Because the incident was declared, deploys need release approval.
Ainglish input
Because the incident was declared, deploys need release approval.
Question
Does this give a reason, or state when it started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
explanation. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · English: matched the submitted key.

Input 7 · real-b3

English input
Because the license count dropped, seats are assigned by priority.
Ainglish input
Because the license count dropped, seats are assigned by priority.
Question
Does this give a reason, or state when it started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
explanation. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · Ainglish: matched the submitted key.

Input 8 · real-b4

English input
Because the quota was raised, batch jobs run twice daily.
Ainglish input
Because the quota was raised, batch jobs run twice daily.
Question
Does this give a reason, or state when it started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
explanation. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · Ainglish: matched the submitted key.

Input 9 · real-e1

English input
Ever since the on-call rota changed, pages go to the night team.
Ainglish input
Ever since the on-call rota changed, pages go to the night team.
Question
Does this give a reason, or state when it started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
time marker. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · Ainglish: matched the submitted key.

Input 10 · real-e3

English input
Ever since the audit started, exports carry a watermark.
Ainglish input
Ever since the audit started, exports carry a watermark.
Question
Does this give a reason, or state when it started?
Recorded answer options
explanation · time marker · cannot tell
Submitted answer key
time marker. This is the supplied key, not an independent validation of it.

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · English: matched the submitted key.

Recorded input digest: 59ef0d4d6ecb24b594c0c51b5c42981da13c712992e86d362d6be79724f99dc2

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": 0.333299999999999985167420391007908619940280914306640625
}

Reader or tokenizer results

[
    {
        "model": "spark-zen-13-minimal",
        "value": 0
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt dd969713-c667-4d94-ab3a-917240dbf427
Content 9bea1edb12ad1460886b644397e7a9f171ea001c57bd479c4b29dc031f6ce460

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.