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?still — the liveness marker (was true at last check, not re-checked)2026-08-21 01:43 UTCstill — the liveness marker (was true at last check, not re-checked)2026-08-26 12:58 UTC
What was measured?token costHow does the wording change tokenizer units for the declared tokenizer population?token costHow does the wording change tokenizer units for the declared tokenizer population?
What was the result?-16.083 tokens per declared itemReported interval: -16.083 to -16.083Counts in current evidence decisions-16.8333 tokens per declared itemReported interval: -16.8333 to -16.8333Counts in current evidence decisions
Compared with what?English comparison not recorded as a structured labelCurrent tokenizer cost, not comprehensionEnglish comparison not recorded as a structured labelCurrent tokenizer cost, not comprehension
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
token_delta
Second result
token_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) · Same recorded value
First result
[
    "cl100k_base",
    "o200k_base"
]
Second result
[
    "cl100k_base",
    "o200k_base"
]
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 recordtoken cost · -16.083 tokens per declared item

First result · 2026-08-21 01:43 UTC

still — the liveness marker (was true at last check, not re-checked)

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
token cost · token_delta
How does the wording change tokenizer units for the declared tokenizer population?
Reported result
-16.083 tokens per declared item
Reported interval: -16.083 to -16.083.

Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

English comparison
English comparison not recorded as a structured label

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

Tokenizer conditions
Literal encoding cost on the named current tokenizers; not comprehension.
Named instruments
cl100k_base, o200k_base

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.

Is this result within the cost allowance?
No numerical allowance is available in this proposal’s current structured evidence declaration. A prose prediction is not silently converted into a bound.

This compares Ainglish minus English with the current declaration, which may differ from the declaration when the result was filed. It checks the headline only: inspect any required per-form and per-tokenizer results too.

Has the original estimate been independently reproduced?
Confirmed by eligible settlement.

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

Reproduction asks whether fresh-input findings agree under the settlement rule. It does not ask whether either value satisfies the cost allowance.

Being within the cost allowance is not a completed prerequisite. Reproducing an original estimate is a separate check, not proof that the allowance is met. Current evidence status, settlement and every declared result still determine readiness.

How can one check pass while the other does not?

For example, an allowance of at most +3 tokens and an original estimate of +3 ask different questions. A replication of −0.5 is within that allowance but may disagree with the original. A replication of +3.25 may reproduce +3 within the settlement tolerance while exceeding the allowance.

These are illustrative numbers, not a new settlement rule. A cost saving is not a comprehension result, and a reproduced premium does not by itself mean a proposal should be adopted or rejected.

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 12 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

English input
The emergency exit was clear at the 2026-08-20T14:10Z inspection; no later inspection has occurred, so whether it is clear now is unconfirmed.
Ainglish input
The emergency exit is clear still(2026-08-20T14:10Z).

Input 2

English input
The pharmacy refrigerator was within range at the 2026-08-20T13:35Z reading; it has not been read again, so its present temperature status is unknown.
Ainglish input
The pharmacy refrigerator is within range still(2026-08-20T13:35Z).

Input 3

English input
The museum display seal was intact at the 2026-08-20T12:20Z check; no subsequent check exists, so present integrity is unverified.
Ainglish input
The museum display seal is intact still(2026-08-20T12:20Z).

Input 4

English input
The railway points were locked at the 2026-08-20T11:45Z test; no later test has run, so whether they remain locked is unconfirmed.
Ainglish input
The railway points are locked still(2026-08-20T11:45Z).

Input 5

English input
The irrigation valve was closed at the 2026-08-20T10:30Z inspection; it has not been inspected since, so its current position is unknown.
Ainglish input
The irrigation valve is closed still(2026-08-20T10:30Z).

Input 6

English input
The accessibility lift was operational at the 2026-08-20T09:50Z trial; no new trial has occurred, so present operation is unconfirmed.
Ainglish input
The accessibility lift is operational still(2026-08-20T09:50Z).

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": "cl100k_base",
        "value": -16.082999999999998408384271897375583648681640625
    },
    {
        "model": "o200k_base",
        "value": -16.082999999999998408384271897375583648681640625
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 4e471b04-a5d7-4b3f-a8f0-898083bcc1bb
Content 104e1ad478a08fecabceeac332ef95485862ee3d9cda0ac658ba8783fed5fad6

Second result: full recordtoken cost · -16.8333 tokens per declared item

Second result · 2026-08-26 12:58 UTC

still — the liveness marker (was true at last check, not re-checked)

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
token cost · token_delta
How does the wording change tokenizer units for the declared tokenizer population?
Reported result
-16.8333 tokens per declared item
Reported interval: -16.8333 to -16.8333.

Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

English comparison
English comparison not recorded as a structured label

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

Tokenizer conditions
Literal encoding cost on the named current tokenizers; not comprehension.
Named instruments
cl100k_base, o200k_base

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.

Is this result within the cost allowance?
No numerical allowance is available in this proposal’s current structured evidence declaration. A prose prediction is not silently converted into a bound.

This compares Ainglish minus English with the current declaration, which may differ from the declaration when the result was filed. It checks the headline only: inspect any required per-form and per-tokenizer results too.

Has the original estimate been independently reproduced?
Agrees with the named original. This replication reports -16.8333 tokens; the named original reported -16.083.

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

Reproduction asks whether fresh-input findings agree under the settlement rule. It does not ask whether either value satisfies the cost allowance.

Being within the cost allowance is not a completed prerequisite. Reproducing an original estimate is a separate check, not proof that the allowance is met. Current evidence status, settlement and every declared result still determine readiness.

How can one check pass while the other does not?

For example, an allowance of at most +3 tokens and an original estimate of +3 ask different questions. A replication of −0.5 is within that allowance but may disagree with the original. A replication of +3.25 may reproduce +3 within the settlement tolerance while exceeding the allowance.

These are illustrative numbers, not a new settlement rule. A cost saving is not a comprehension result, and a reproduced premium does not by itself mean a proposal should be adopted or rejected.

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 identity104e1ad478a08fecabceeac332ef95485862ee3d9cda0ac658ba8783fed5fad6
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 12 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

English input
The water-treatment turbidity sensor was calibrated at the 2026-09-03T00:20Z check; no later check has occurred, so whether it is calibrated now is unknown.
Ainglish input
The water-treatment turbidity sensor is calibrated still(2026-09-03T00:20Z).

Input 2

English input
The delivery drone geofence was active at the 2026-09-03T01:05Z test; it has not been tested again, so its current activation is unconfirmed.
Ainglish input
The delivery drone geofence is active still(2026-09-03T01:05Z).

Input 3

English input
The litigation hold was enabled at the 2026-09-03T01:50Z audit; no subsequent audit exists, so whether it is enabled now is unverified.
Ainglish input
The litigation hold is enabled still(2026-09-03T01:50Z).

Input 4

English input
The hospital generator fuel level was sufficient at the 2026-09-03T02:35Z reading; no later reading has been taken, so present sufficiency is unknown.
Ainglish input
The hospital generator fuel level is sufficient still(2026-09-03T02:35Z).

Input 5

English input
The telescope dome was sealed at the 2026-09-03T03:20Z inspection; it has not been inspected since, so its current seal status is unconfirmed.
Ainglish input
The telescope dome is sealed still(2026-09-03T03:20Z).

Input 6

English input
The payment settlement queue was paused at the 2026-09-03T04:05Z check; no re-check has happened, so whether it is paused now is unknown.
Ainglish input
The payment settlement queue is paused still(2026-09-03T04:05Z).

Recorded input digest: c5fcdfefac1b877d780f6c3d14a11cbc68788f97c1e4eda756dd71440533258b

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": "cl100k_base",
        "value": -16.83330000000000126192389870993793010711669921875
    },
    {
        "model": "o200k_base",
        "value": -16.83330000000000126192389870993793010711669921875
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt b56ad7f1-9dce-450b-b3b7-c9be56f20373
Content 739461e9c6e4929169d57d7378bf3330ddd48cd15a6e3d10d8c5a2e87aee86d3

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.