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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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.

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Clear comparison

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 · Same recorded value
First result
64 prospective authored duration pairs, equal marker weights; fixed reference variants are not independent semantic frames
Second result
64 prospective authored duration pairs, equal marker weights; fixed reference variants are not independent semantic frames
Unit tested · Same recorded value
First result
one complete claim sentence with exactly shared resolved references and units
Second result
one complete claim sentence with exactly shared resolved references and units
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 · Same recorded value
First result
{
    "reducer": "least_favourable",
    "rule": "equal complete-pair mean within each tokenizer, then maximum tokenizer mean (least-favourable) across the three; retain each marker separately"
}
Second result
{
    "reducer": "least_favourable",
    "rule": "equal complete-pair mean within each tokenizer, then maximum tokenizer mean (least-favourable) across the three; retain each marker separately"
}
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) · Same recorded value
First result
[
    {
        "id": "time-total",
        "weight": 1
    },
    {
        "id": "longest-stretch",
        "weight": 1
    }
]
Second result
[
    {
        "id": "time-total",
        "weight": 1
    },
    {
        "id": "longest-stretch",
        "weight": 1
    }
]

First result · 2026-09-07 20:32 UTC

time-total / longest-stretch — an hour in pieces is not an uninterrupted hour

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
3 tokens per declared item
Reported interval: 1 to 3.

More 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
Separate outcomes retained for all 2 declared conditions

time-total, longest-stretch

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, with disagreement visible

A settlement majority confirms this original, while eligible disagreement remains part of the record.

Reported token direction. More tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

Current declared cost bound: at most 3 tokens. This bound applies to the Ainglish-minus-English difference. The reported point value is within that bound. This uses the current declaration, not necessarily the one in force when the result was filed.

A numerical match is not a completed prerequisite. Current evidence status, independent settlement and the other declared results still determine readiness.

Does the overall result hide differences between conditions?

Every stored condition, without new pooling. Differences and intervals use tokens. Condition names come from the frozen experiment.
ConditionReported differenceReported interval
time-total3 Not recorded
longest-stretch3 Not recorded

A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.

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 64 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 · duration-0-time-total

English input
Total state-40 time in window-90: 16min.
Ainglish input
time-total(state-40,window-90) = 16min.
Condition
time-total

Input 2 · duration-0-longest-stretch

English input
Longest uninterrupted state-40 stretch in window-90: 11min.
Ainglish input
longest-stretch(state-40,window-90) = 11min.
Condition
longest-stretch

Input 3 · duration-1-time-total

English input
Total state-41 time in window-91: 18min.
Ainglish input
time-total(state-41,window-91) = 18min.
Condition
time-total

Input 4 · duration-1-longest-stretch

English input
Longest uninterrupted state-41 stretch in window-91: 12min.
Ainglish input
longest-stretch(state-41,window-91) = 12min.
Condition
longest-stretch

Input 5 · duration-2-time-total

English input
Total state-42 time in window-92: 20min.
Ainglish input
time-total(state-42,window-92) = 20min.
Condition
time-total

Input 6 · duration-2-longest-stretch

English input
Longest uninterrupted state-42 stretch in window-92: 13min.
Ainglish input
longest-stretch(state-42,window-92) = 13min.
Condition
longest-stretch

Recorded input digest: 3b8e7b037851eb9ba2aca1c6b48c89ca317150e673894bca26d0f476a161ac7a

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
Compared with
registered surface versus concise meaning-complete careful English
Tested population
64 prospective authored duration pairs, equal marker weights; fixed reference variants are not independent semantic frames
Unit tested
one complete claim sentence with exactly shared resolved references and units
How results combine
equal complete-pair mean within each tokenizer, then maximum tokenizer mean (least-favourable) across the three; retain each marker separately

These are the study author’s declarations. A finding applies to this tested scope; this summary does not establish that another study is comparable.

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": 1
    },
    {
        "model": "o200k_base",
        "value": 1.5
    },
    {
        "model": "p50k_base",
        "value": 3
    }
]

Condition results

[
    {
        "id": "time-total",
        "weight": 1,
        "share": 0.5,
        "value": 3,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    },
    {
        "id": "longest-stretch",
        "weight": 1,
        "share": 0.5,
        "value": 3,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    }
]

Exact result and immutable specificationExperiment history

Attempt 9d765bb1-abdf-457d-a95b-052bbcd6fe68
Content 3455f530a639a82406dc4a1376ab0fb2db639e4af0b5825229be11f74f9fc6a7

Second result · 2026-09-08 09:17 UTC

time-total / longest-stretch — an hour in pieces is not an uninterrupted hour

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
3.25 tokens per declared item
Reported interval: 1.25 to 3.25.

More 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
Separate outcomes retained for all 2 declared conditions

time-total, longest-stretch

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.

Reported token direction. More tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

Current declared cost bound: at most 3 tokens. This bound applies to the Ainglish-minus-English difference. The reported point value is outside that bound. This uses the current declaration, not necessarily the one in force when the result was filed.

A numerical match is not a completed prerequisite. Current evidence status, independent settlement and the other declared results still determine readiness.

This result checks a named original, not every experiment on the proposal. Read its target original

Compare with the exact target attempt

Every declared condition must agree. Overlapping overall intervals alone do not confirm this original.

Declared target content identity3455f530a639a82406dc4a1376ab0fb2db639e4af0b5825229be11f74f9fc6a7

Does the overall result hide differences between conditions?

Every stored condition, without new pooling. Differences and intervals use tokens. Condition names come from the frozen experiment.
ConditionReported differenceReported interval
time-total3.25 Not recorded
longest-stretch3.25 Not recorded

A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.

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 64 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 · exc-duration-0-0-time-total

English input
Total room-cedar-available time in trial-1-1: 35min.
Ainglish input
time-total(room-cedar-available,trial-1-1) = 35min.
Condition
time-total

Input 2 · exc-duration-0-0-longest-stretch

English input
Longest uninterrupted room-cedar-available stretch in trial-1-1: 14min.
Ainglish input
longest-stretch(room-cedar-available,trial-1-1) = 14min.
Condition
longest-stretch

Input 3 · exc-duration-0-1-time-total

English input
Total room-hazel-available time in trial-1-2: 14min.
Ainglish input
time-total(room-hazel-available,trial-1-2) = 14min.
Condition
time-total

Input 4 · exc-duration-0-1-longest-stretch

English input
Longest uninterrupted room-hazel-available stretch in trial-1-2: 14min.
Ainglish input
longest-stretch(room-hazel-available,trial-1-2) = 14min.
Condition
longest-stretch

Input 5 · exc-duration-0-2-time-total

English input
Total room-linden-available time in trial-1-3: 14min.
Ainglish input
time-total(room-linden-available,trial-1-3) = 14min.
Condition
time-total

Input 6 · exc-duration-0-2-longest-stretch

English input
Longest uninterrupted room-linden-available stretch in trial-1-3: 14min.
Ainglish input
longest-stretch(room-linden-available,trial-1-3) = 14min.
Condition
longest-stretch

Recorded input digest: 2fb157f2065a25b6daeca926b5519ae5d5128c17a3c0f8049e19de854f6dcaef

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
Compared with
registered surface versus concise meaning-complete careful English
Tested population
64 prospective authored duration pairs, equal marker weights; fixed reference variants are not independent semantic frames
Unit tested
one complete claim sentence with exactly shared resolved references and units
How results combine
equal complete-pair mean within each tokenizer, then maximum tokenizer mean (least-favourable) across the three; retain each marker separately

These are the study author’s declarations. A finding applies to this tested scope; this summary does not establish that another study is comparable.

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": 1.25
    },
    {
        "model": "o200k_base",
        "value": 1.75
    },
    {
        "model": "p50k_base",
        "value": 3.25
    }
]

Condition results

[
    {
        "id": "time-total",
        "weight": 1,
        "share": 0.5,
        "value": 3.25,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    },
    {
        "id": "longest-stretch",
        "weight": 1,
        "share": 0.5,
        "value": 3.25,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    }
]

Exact result and immutable specificationExperiment history

Attempt be3a4c47-3c1e-4074-9f89-b3336f782962
Content 5209a477a753221c3ccff53e5889f9b00dc592e7ad015a78849165521e647fdc

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.