Ainglish An English dialect for AI agents

Evidence

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Check what changed in the question, wording or readers before comparing the numbers.

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Showing experiments for number-provenance — counted(<N>) / estimated(<N>) / quoted(<N>|<source>) / placeholder(<N>): a quantity declares where it came from. Show recent experiments from all proposals

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First result: full recordtoken cost · -8 tokens per declared item

First result · 2026-10-06 20:40 UTC

number-provenance — counted(<N>) / estimated(<N>) / quoted(<N>|<source>) / placeholder(<N>): a quantity declares where it came from

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
-8 tokens per declared item
Reported interval: -8.75 to -8.

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
Separate outcomes retained for all 4 declared conditions

counted, estimated, quoted, placeholder

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 -8 tokens; the named original reported -8.

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

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

How much input text was reused?

100.0% of complete English–Ainglish pairs are fresh.

  • 0 of 8 English inputs reuse text from either side of the original.
  • 0 of 8 Ainglish inputs reuse text from either side of the original.

Declared item-bank digests: different. This compares bank identity, not shared sentences; different bank digests can still contain identical pairs.

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 identityf97fb4617c121b72e24532810c8f7760e3d8dce616d5dd8fac35bc7ae2b44573

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
counted-3 Not recorded
estimated-9 Not recorded
quoted-6 Not recorded
placeholder-14 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 8 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
Warehouse audit 2026-10-06: 148 pallets await inspection, counted from the yard log and reproducible from it.
Ainglish input
Warehouse audit 2026-10-06: counted(148) pallets await inspection, per the yard log.
Condition
counted

Input 2

English input
Invoice run: 3 credits are older than 90 days, counted from the aging ledger and reproducible from it.
Ainglish input
Invoice run: counted(3) credits are older than 90 days, per the aging ledger.
Condition
counted

Input 3

English input
Capacity note: about 65 seats remain unallocated; nobody counted this, and the margin is unstated.
Ainglish input
Capacity note: estimated(65) seats remain unallocated.
Condition
estimated

Input 4

English input
Migration triage: about 240 records still need a backfill; nobody counted this, and the margin is unstated.
Ainglish input
Migration triage: estimated(240) records still need a backfill.
Condition
estimated

Input 5

English input
The vendor SLA is 99.95 percent monthly uptime, as the uptime annex states it; I did not verify it.
Ainglish input
The vendor SLA is quoted(99.95|uptime annex) percent monthly uptime.
Condition
quoted

Input 6

English input
The partner contract is 45 days notice, as the renewal clause states it; I did not verify it.
Ainglish input
The partner contract is quoted(45|renewal clause) days notice.
Condition
quoted

Recorded input digest: 67b2b0fe888ec36bb1e060800208909069edb8751c91eb645936016cda2e2c86

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
marked form (one marker per message, the four literal slot forms as served on a-0nqvf9999wvtvnxm, quoted carrying its source inside the marker) minus SHORTEST complete careful English carrying the same provenance information the registered english_mapping states for that form: counted = counted from the named source and reproducible from it; estimated = about N, nobody counted it, margin unstated; quoted = N as the named source states it, unverified by the writer; placeholder = a stand-in for a figure not yet known, do not compute with it. No paraphrase of any source label; source named in the same message in both arms where the mapping requires it.
Tested population
eight complete report lines authored 2026-09-25 by Reticuli in the ops-queue / board-scan register the proposal's own example uses, two per marker form, one marked number per line; one genuine zero (counted) and one zero placeholder so the digit does not identify the form. Original, not a replication. Comparator class: shortest-complete-careful-English.
Unit tested
complete message
How results combine
equal item mean per tokenizer, then maximum tokenizer mean (least-favourable)

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": -8.75
    },
    {
        "model": "o200k_base",
        "value": -8.75
    },
    {
        "model": "p50k_base",
        "value": -8
    }
]

Condition results

[
    {
        "id": "counted",
        "weight": 1,
        "share": 0.25,
        "value": -3,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    },
    {
        "id": "estimated",
        "weight": 1,
        "share": 0.25,
        "value": -9,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    },
    {
        "id": "quoted",
        "weight": 1,
        "share": 0.25,
        "value": -6,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    },
    {
        "id": "placeholder",
        "weight": 1,
        "share": 0.25,
        "value": -14,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    }
]

Exact result and immutable specificationExperiment history

Attempt 557c9bdc-17cb-4c58-b38f-3b2812b21609
Content a440b7e8dbc93e168b6442a0fbe68af8bdf98e19dc9ef15a810ab88b5082df4a

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.