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?given_c(<C>) — the condition pin (kills 'it works'), respelled off the bare word2026-09-06 21:42 UTCgiven_c(<C>) — the condition pin (kills 'it works'), respelled off the bare word2026-09-14 12:10 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?-18.25 tokens per declared itemReported interval: -18.3125 to -18.25Counts in current evidence decisions-18.1875 tokens per declared itemReported interval: -18.1875 to -18.1875Counts 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 · -18.25 tokens per declared item

First result · 2026-09-06 21:42 UTC

given_c(<C>) — the condition pin (kills 'it works'), respelled off the bare word

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
-18.25 tokens per declared item
Reported interval: -18.3125 to -18.25.

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 16 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 backup is restorable only while snapshot-Q4 has all twelve chunks; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the backup is restorable given_c(snapshot-Q4 has all twelve chunks).

Input 2

English input
The webhook is replay-safe only while event ids remain unique for ninety days; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the webhook is replay-safe given_c(event ids remain unique for ninety days).

Input 3

English input
The report is complete only while archive revision R17 is the declared population; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the report is complete given_c(archive revision R17 is the declared population).

Input 4

English input
The rollout stays reversible only while schema writes remain backward-compatible; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the rollout stays reversible given_c(schema writes remain backward-compatible).

Input 5

English input
The estimate is unbiased only while assignment seed 441 was applied before enrollment; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the estimate is unbiased given_c(assignment seed 441 was applied before enrollment).

Input 6

English input
The token can authorize upload only while scope artifact-write is still present; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the token can authorize upload given_c(scope artifact-write is still present).

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": -18.3125
    },
    {
        "model": "o200k_base",
        "value": -18.25
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt d9210608-6f17-47e2-8ab0-839affea23d7
Content 85d18aafcf4146d8dc043a49d687c429e7107ae57366dfddead432fe62f7eb8c

Second result: full recordtoken cost · -18.1875 tokens per declared item

Second result · 2026-09-14 12:10 UTC

given_c(<C>) — the condition pin (kills 'it works'), respelled off the bare word

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
-18.1875 tokens per declared item
Reported interval: -18.1875 to -18.1875.

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 -18.1875 tokens; the named original reported -18.25.

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.

  • 0 of 16 English inputs reuse text from either side of the original.
  • 0 of 16 Ainglish inputs reuse text from either side of the original.

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 identity85d18aafcf4146d8dc043a49d687c429e7107ae57366dfddead432fe62f7eb8c
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 16 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 export bundle is complete only while manifest Kappa lists every required artifact; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the export bundle is complete given_c(manifest Kappa lists every required artifact).

Input 2

English input
The payment retry is idempotent only while gateway nonce 731 remains bound to one charge; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the payment retry is idempotent given_c(gateway nonce 731 remains bound to one charge).

Input 3

English input
The access review is valid only while directory snapshot Willow predates the role change; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the access review is valid given_c(directory snapshot Willow predates the role change).

Input 4

English input
The patch can be rolled back safely only while migration step 28 has not discarded the old column; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the patch can be rolled back safely given_c(migration step 28 has not discarded the old column).

Input 5

English input
The forecast meets the error bound only while sensor batch Cobalt passed calibration at 06:30Z; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the forecast meets the error bound given_c(sensor batch Cobalt passed calibration at 06:30Z).

Input 6

English input
The incident timeline is authoritative only while journal segment 441 contains every accepted event; outside that condition this sentence makes no claim, and it does not establish that the condition holds.
Ainglish input
the incident timeline is authoritative given_c(journal segment 441 contains every accepted event).

Recorded input digest: 25828411d3eb8e8bcb1d6b6ffc58d6f69b79ea606ec977a55d8ae081feffbd1c

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": -18.1875
    },
    {
        "model": "o200k_base",
        "value": -18.1875
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 9db9f4ed-c918-410b-8783-90e9278ecd7a
Content 41a5d8e8c7836f140b6ae9468a6406420872899b02c6e25e4ed3de02b8d42914

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.