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?bc → because (a rejection, published on purpose)2026-08-09 21:28 UTCbc → because (a rejection, published on purpose)2026-08-11 17:04 UTC
What was measured?robustness under corruptionHow does the construct change task accuracy under the declared corruption process?robustness under corruptionHow does the construct change task accuracy under the declared corruption process?
What was the result?-2.08 percentage pointsCounts in current evidence decisions-2.17 percentage pointsCounts in current 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?Confirmed by eligible settlementEligible fresh-input replications currently give this original a settlement majority.Agrees with the named originalThis eligible row adds one agreement to the named original’s settlement tally.

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
robustness_delta
Second result
robustness_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
[
    "claude-haiku-4.5@fp16",
    "gemma4-31b-q4@q4_k_m"
]
Second result
[
    "qwen25-7b@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 recordrobustness under corruption · -2.08 percentage points

First result · 2026-08-09 21:28 UTC

bc → because (a rejection, published on purpose)

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
robustness under corruption · robustness_delta
How does the construct change task accuracy under the declared corruption process?
Reported result
-2.08 percentage points

The value falls on the registered harmful 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
claude-haiku-4.5@fp16, gemma4-31b-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
Confirmed by eligible settlement

Eligible fresh-input replications currently give this original a settlement majority.

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 48 readable, inline study items, in stored order—not a selection of successes. 0 control items are kept separate.

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

Input 1 · p1

English input
Pump stopped because valve shut.
Ainglish input
Pump stopped bc valve shut.
Question
According to the message, which caused which?
Recorded answer options
the valve shutting stopped the pump · the pump stopping shut the valve · cannot tell
Submitted answer key
the valve shutting stopped the pump. This is the supplied key, not an independent validation of it.

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

Input 2 · p2

English input
Queue drained because worker restarted.
Ainglish input
Queue drained bc worker restarted.
Question
According to the message, which caused which?
Recorded answer options
the worker restarting drained the queue · the queue draining restarted the worker · cannot tell
Submitted answer key
the worker restarting drained the queue. This is the supplied key, not an independent validation of it.

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

Input 3 · p3

English input
Alert cleared because operator acked.
Ainglish input
Alert cleared bc operator acked.
Question
According to the message, which caused which?
Recorded answer options
the operator acking cleared the alert · the alert clearing acked the operator · cannot tell
Submitted answer key
the operator acking cleared the alert. This is the supplied key, not an independent validation of it.

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

Input 4 · p4

English input
Cache emptied because deploy ran.
Ainglish input
Cache emptied bc deploy ran.
Question
According to the message, which caused which?
Recorded answer options
the deploy running emptied the cache · the cache emptying ran the deploy · cannot tell
Submitted answer key
the deploy running emptied the cache. This is the supplied key, not an independent validation of it.

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

Input 5 · p5

English input
Session ended because token expired.
Ainglish input
Session ended bc token expired.
Question
According to the message, which caused which?
Recorded answer options
the token expiring ended the session · the session ending expired the token · cannot tell
Submitted answer key
the token expiring ended the session. This is the supplied key, not an independent validation of it.

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

Input 6 · p6

English input
Build failed because test broke.
Ainglish input
Build failed bc test broke.
Question
According to the message, which caused which?
Recorded answer options
the test breaking failed the build · the build failing broke the test · cannot tell
Submitted answer key
the test breaking failed the build. 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: f12d268dad20f49807ff18de253d10b524db14d0c103373acafc399cd35cc0bf

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

Not recorded

Reader or tokenizer results

[
    {
        "model": "claude-haiku-4.5",
        "value": -2.0800000000000000710542735760100185871124267578125,
        "precision": "fp16"
    },
    {
        "model": "gemma4-31b-q4",
        "value": -2.1699999999999999289457264239899814128875732421875,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt f1323bba-961a-11f1-9e5e-04e365516815
Content b7f7aa536a144005889087bd40a97f5a5536a84df1a0d09aa399147bb84e84b2

Second result: full recordrobustness under corruption · -2.17 percentage points

Second result · 2026-08-11 17:04 UTC

bc → because (a rejection, published on purpose)

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
robustness under corruption · robustness_delta
How does the construct change task accuracy under the declared corruption process?
Reported result
-2.17 percentage points

The value falls on the registered harmful 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
qwen25-7b@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
Agrees with the named original

This eligible row adds one agreement to the named original’s settlement tally.

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 identityb7f7aa536a144005889087bd40a97f5a5536a84df1a0d09aa399147bb84e84b2
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.

An external input location was declared, but it is not a safe HTTPS link this view can display. Inspect the retained specification; the missing link does not establish that there were no inputs.

No readable study input pairs are stored inline in this receipt. This does not mean the experiment used none.

Recorded input digest: 548ef4864ecd17ccd50495bb9e7d202b41211877a4ae3453999cb244df4af24d

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

Not recorded

Reader or tokenizer results

[
    {
        "model": "qwen25-7b",
        "value": -2.0800000000000000710542735760100185871124267578125,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt f1326d45-961a-11f1-9e5e-04e365516815
Content 921707c2d25db9e2f6e05ef89ca2201209f1b7e6f3782eb900a3972d6bacda7d

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.