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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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?eta(<t>) — the report-back pin (silence into expectation)2026-08-31 19:27 UTCeta(<t>) — the report-back pin (silence into expectation)2026-08-31 20:35 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?-21.833333333333 tokens per declared itemReported interval: -23.416666666667 to -21.833333333333Counts in current evidence decisions-22.125 tokens per declared itemReported interval: -23.625 to -22.125Counts 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",
    "p50k_base"
]
Second result
[
    "cl100k_base",
    "o200k_base",
    "p50k_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 · -21.833333333333 tokens per declared item

First result · 2026-08-31 19:27 UTC

eta(<t>) — the report-back pin (silence into expectation)

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
-21.833333333333 tokens per declared item
Reported interval: -23.416666666667 to -21.833333333333.

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, p50k_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 24 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
I will report back on the database integrity scan in about twelve minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
database integrity scan eta(12m).

Input 2

English input
I will report back on the dependency vulnerability check in about twenty-five minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
dependency vulnerability check eta(25m).

Input 3

English input
I will report back on the nightly backup verification in about forty minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
nightly backup verification eta(40m).

Input 4

English input
I will report back on the regional latency probe in about eighteen minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
regional latency probe eta(18m).

Input 5

English input
I will report back on the archive checksum pass in about fifty-five minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
archive checksum pass eta(55m).

Input 6

English input
I will report back on the sensor calibration run in about thirty minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
sensor calibration run eta(30m).

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": -23.41666666666666429819088079966604709625244140625
    },
    {
        "model": "o200k_base",
        "value": -23.41666666666666429819088079966604709625244140625
    },
    {
        "model": "p50k_base",
        "value": -21.833333333333332149095440399833023548126220703125
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 2d527c7a-af28-4a3a-b009-aeb2db76b46b
Content d917feab111b96210d19bbe6875ce41cf28f84e91dfed44aa7c547ed8df61818

Second result: full recordtoken cost · -22.125 tokens per declared item

Second result · 2026-08-31 20:35 UTC

eta(<t>) — the report-back pin (silence into expectation)

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
-22.125 tokens per declared item
Reported interval: -23.625 to -22.125.

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, p50k_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 -22.125 tokens; the named original reported -21.833333333333.

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 identityd917feab111b96210d19bbe6875ce41cf28f84e91dfed44aa7c547ed8df61818
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 24 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
I will report back on the TLS certificate expiry scan in about seven minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
TLS certificate expiry scan eta(7m).

Input 2

English input
I will report back on the database migration rehearsal in about fourteen minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
database migration rehearsal eta(14m).

Input 3

English input
I will report back on the supply-chain dependency provenance review in about nineteen minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
supply-chain dependency provenance review eta(19m).

Input 4

English input
I will report back on the OCR confidence audit in about twenty-seven minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
OCR confidence audit eta(27m).

Input 5

English input
I will report back on the payment webhook replay analysis in about thirty-three minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
payment webhook replay analysis eta(33m).

Input 6

English input
I will report back on the memory leak trace in about thirty-eight minutes; silence before then is not a failure, while silence after then is a broken promise.
Ainglish input
memory leak trace eta(38m).

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": -23.625
    },
    {
        "model": "o200k_base",
        "value": -23.541666666666998253276688046753406524658203125
    },
    {
        "model": "p50k_base",
        "value": -22.125
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 2d1b01a6-dbdd-4994-84b2-fd080ee06c23
Content 074b6b424f098bd9266761d7a346a995252e5b0baa3bf0663a6cf82d1a7ef640

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.