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?falsum-ref — ⊥(<ref>): mark a claim dead when its falsifier fires2026-09-18 10:21 UTCfalsum-ref — ⊥(<ref>): mark a claim dead when its falsifier fires2026-09-19 14:09 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?-7.125 tokens per declared itemReported interval: -10 to -7.125Counts in current evidence decisions-7.8333333333333 tokens per declared itemReported interval: -10.541666666667 to -7.8333333333333Counts 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 · Same recorded value
First result
24 frozen complete refutation notices across 24 domains; each names a claim, instrument, observed change and executable re-check path
Second result
24 frozen complete refutation notices across 24 domains; each names a claim, instrument, observed change and executable re-check path
Unit tested · Same recorded value
First result
one complete claim/instrument/delta refutation notice
Second result
one complete claim/instrument/delta refutation notice
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 item mean per tokenizer, then least-favourable maximum tokenizer mean; retain the single falsum-ref stratum"
}
Second result
{
    "reducer": "least_favourable",
    "rule": "equal item mean per tokenizer, then least-favourable maximum tokenizer mean; retain the single falsum-ref stratum"
}
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": "falsum-ref",
        "weight": 1
    }
]
Second result
[
    {
        "id": "falsum-ref",
        "weight": 1
    }
]
First result: full recordtoken cost · -7.125 tokens per declared item

First result · 2026-09-18 10:21 UTC

falsum-ref — ⊥(<ref>): mark a claim dead when its falsifier fires

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
-7.125 tokens per declared item
Reported interval: -10 to -7.125.

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
Separate outcomes retained for all 1 declared conditions

falsum-ref

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.

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
falsum-ref-7.125 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 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 · reef-oxygen

English input
The claim reef-oxygen-stable is refuted by the observation named buoy-DO-17, whose observable delta is: dissolved oxygen fell from 7.1 to 4.8 mg/L; re-read buoy DO-17 channel 2.
Ainglish input
reef-oxygen-stable ⊥(buoy-DO-17→dissolved oxygen fell from 7.1 to 4.8 mg/L; re-read buoy DO-17 channel 2)
Condition
falsum-ref

Input 2 · rail-clearance

English input
The claim tunnel-clearance-valid is refuted by the observation named laser-scan-L44, whose observable delta is: the minimum clearance changed from 310 to 274 mm; rerun profile L44 at chainage 8.2 km.
Ainglish input
tunnel-clearance-valid ⊥(laser-scan-L44→the minimum clearance changed from 310 to 274 mm; rerun profile L44 at chainage 8.2 km)
Condition
falsum-ref

Input 3 · archive-fixity

English input
The claim archive-bundle-intact is refuted by the observation named sha256-audit, whose observable delta is: object 6F now hashes to 91c2 rather than 77ad; hash object 6F from the sealed copy.
Ainglish input
archive-bundle-intact ⊥(sha256-audit→object 6F now hashes to 91c2 rather than 77ad; hash object 6F from the sealed copy)
Condition
falsum-ref

Input 4 · trial-balance

English input
The claim trial-balance-equal is refuted by the observation named ledger-query-Q9, whose observable delta is: debits exceed credits by 420 GBP; rerun saved query Q9 on journal 2026-09.
Ainglish input
trial-balance-equal ⊥(ledger-query-Q9→debits exceed credits by 420 GBP; rerun saved query Q9 on journal 2026-09)
Condition
falsum-ref

Input 5 · cold-room

English input
The claim cold-room-compliant is refuted by the observation named thermistor-T12, whose observable delta is: temperature rose from 3.4 to 9.2 C for 18 minutes; replay logger T12 interval 02:10-02:28.
Ainglish input
cold-room-compliant ⊥(thermistor-T12→temperature rose from 3.4 to 9.2 C for 18 minutes; replay logger T12 interval 02:10-02:28)
Condition
falsum-ref

Input 6 · orbital-clock

English input
The claim orbital-clock-synced is refuted by the observation named telemetry-frame-812, whose observable delta is: clock offset increased from 4 to 83 ms; decode field 19 in frame 812.
Ainglish input
orbital-clock-synced ⊥(telemetry-frame-812→clock offset increased from 4 to 83 ms; decode field 19 in frame 812)
Condition
falsum-ref

Recorded input digest: f9be4cf873fb43f02462403e95ce003f270a95f1520460282dc8794783030df1

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
<claim> ⊥(<instrument>→<delta>) versus the registered complete English mapping with identical claim, instrument and load-bearing observable delta
Tested population
24 frozen complete refutation notices across 24 domains; each names a claim, instrument, observed change and executable re-check path
Unit tested
one complete claim/instrument/delta refutation notice
How results combine
equal item mean per tokenizer, then least-favourable maximum tokenizer mean; retain the single falsum-ref stratum

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": -10
    },
    {
        "model": "o200k_base",
        "value": -9.2083333333333339254522798000834882259368896484375
    },
    {
        "model": "p50k_base",
        "value": -7.125
    }
]

Condition results

[
    {
        "id": "falsum-ref",
        "weight": 1,
        "share": 1,
        "value": -7.125,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    }
]

Exact result and immutable specificationExperiment history

Attempt 7bf3ff1b-d017-45f6-977b-16fea10440da
Content 062829b239b76c93d690f2bcfa66cbb94a34cf23b3a9dafcf1adf77b6b3f12d8

Second result: full recordtoken cost · -7.8333333333333 tokens per declared item

Second result · 2026-09-19 14:09 UTC

falsum-ref — ⊥(<ref>): mark a claim dead when its falsifier fires

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
-7.8333333333333 tokens per declared item
Reported interval: -10.541666666667 to -7.8333333333333.

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 1 declared conditions

falsum-ref

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 -7.8333333333333 tokens; the named original reported -7.125.

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 24 English inputs reuse text from either side of the original.
  • 0 of 24 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 identity062829b239b76c93d690f2bcfa66cbb94a34cf23b3a9dafcf1adf77b6b3f12d8

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
falsum-ref-7.8333333333333 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 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 · ex-falsum-20260919-transect-plastic

English input
The claim transect-contains-no-plastic is refuted by the observation named sample-sort-Mica, whose observable delta is: sample bag 42 contains a plastic fragment where the recorded count was zero; inspect the sealed bag image and sorting log Mica-42.
Ainglish input
transect-contains-no-plastic ⊥(sample-sort-Mica→sample bag 42 contains a plastic fragment where the recorded count was zero; inspect the sealed bag image and sorting log Mica-42)
Condition
falsum-ref

Input 2 · ex-falsum-20260919-signal-aspect

English input
The claim signal-lamp-is-red is refuted by the observation named aspect-camera-Fern, whose observable delta is: the recorded lamp aspect changed from red to green; inspect frames 804 and 805 in capture Fern.
Ainglish input
signal-lamp-is-red ⊥(aspect-camera-Fern→the recorded lamp aspect changed from red to green; inspect frames 804 and 805 in capture Fern)
Condition
falsum-ref

Input 3 · ex-falsum-20260919-catalogue-links

English input
The claim catalogue-links-all-resolve is refuted by the observation named link-check-Larch, whose observable delta is: catalogue entry 63 now returns HTTP 404 instead of HTTP 200; replay the saved request against snapshot Larch.
Ainglish input
catalogue-links-all-resolve ⊥(link-check-Larch→catalogue entry 63 now returns HTTP 404 instead of HTTP 200; replay the saved request against snapshot Larch)
Condition
falsum-ref

Input 4 · ex-falsum-20260919-expense-approval

English input
The claim every-expense-has-approval is refuted by the observation named approval-join-Birch, whose observable delta is: expense 918 now appears without a matching approval row; rerun the saved join on ledger snapshot Birch.
Ainglish input
every-expense-has-approval ⊥(approval-join-Birch→expense 918 now appears without a matching approval row; rerun the saved join on ledger snapshot Birch)
Condition
falsum-ref

Input 5 · ex-falsum-20260919-carton-codes

English input
The claim every-carton-has-lot-code is refuted by the observation named label-camera-Reed, whose observable delta is: carton 54 has a blank lot-code field where the packing record lists a code; inspect the native label image Reed-54.
Ainglish input
every-carton-has-lot-code ⊥(label-camera-Reed→carton 54 has a blank lot-code field where the packing record lists a code; inspect the native label image Reed-54)
Condition
falsum-ref

Input 6 · ex-falsum-20260919-antenna-pointing

English input
The claim pointing-error-below-two-degrees is refuted by the observation named attitude-fit-Wren, whose observable delta is: pointing error increased from one to nineteen degrees; recompute the fit from telemetry bundle Wren-7.
Ainglish input
pointing-error-below-two-degrees ⊥(attitude-fit-Wren→pointing error increased from one to nineteen degrees; recompute the fit from telemetry bundle Wren-7)
Condition
falsum-ref

Recorded input digest: e04b4b7fad3558fb10cc603671b02337c637a36b1c95fcf3d1161536d9e7521c

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
<claim> ⊥(<instrument>→<delta>) versus the registered complete English mapping with identical claim, instrument and load-bearing observable delta
Tested population
24 frozen complete refutation notices across 24 domains; each names a claim, instrument, observed change and executable re-check path
Unit tested
one complete claim/instrument/delta refutation notice
How results combine
equal item mean per tokenizer, then least-favourable maximum tokenizer mean; retain the single falsum-ref stratum

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": -10.5416666666666660745477201999165117740631103515625
    },
    {
        "model": "o200k_base",
        "value": -9.3333333333333339254522798000834882259368896484375
    },
    {
        "model": "p50k_base",
        "value": -7.83333333333333303727386009995825588703155517578125
    }
]

Condition results

[
    {
        "id": "falsum-ref",
        "weight": 1,
        "share": 1,
        "value": -7.83333333333333303727386009995825588703155517578125,
        "value_lo": null,
        "value_hi": null,
        "arms": null,
        "resolution_bound": "not_applicable"
    }
]

Exact result and immutable specificationExperiment history

Attempt 9b8c7660-16e2-4487-842b-e634c0af44e0
Content 0f847520380869be79715428f45d9d6f21f7920d8c3e6ac427c8d18d2e77c318

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.