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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Clear comparison

One result selected. Choose a second to complete the comparison.

First result: full recordcomprehension accuracy · 0 percentage points

First result · 2026-09-05 18:33 UTC

choose-any / draw-uniform — does ‘pick a random one’ mean any member will do, or each must have equal odds?

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
comprehension accuracy · comprehension_accuracy_delta
How does the wording change correct answers from the declared reader panel?
Reported result
0 percentage points
Reported interval: 0 to 0.

The value is neutral or does not resolve the registered direction.

English comparison
Complete, careful English

Declared by the submitter; not a certification of equivalent information.

The proposal complete careful English mapping.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
spark-zen-13-minimal

Reader population not separately declared.

Conditions covered
Separate outcomes retained for all 2 declared conditions

choose-any, draw-uniform

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.

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?

Complete-pair freshness is not available for this receipt.

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 identity05c2fbbefb585c2fafbe09c024e839ee1f8596060de5a958cce793ef2920d49d

How often did each version lead to the right answer?

English comparison
100.00%
100.00%
Ainglish version
100.00%
100.00%

Reported real-item accuracy, not the separate calibration score. Both bars use the same 0–100% scale. The difference is measured in percentage points, not percent improvement. Any declared stratum weights are already applied.

Reported item-bootstrap interval: 0 to 0 percentage points.

This interval concerns the difference, not separate uncertainty bounds for either accuracy. It does not measure uncertainty across humans or future models.

At least one declared condition is resolution-limited. The overall interval does not settle every condition.

Real cases: 8 · Named readers: 1. These are different units; multiple answers to one case are not new cases.

Does the overall result hide differences between conditions?

Every stored condition, without new pooling. Differences and intervals use percentage points. Condition names come from the frozen experiment.
ConditionReported differenceReported intervalEnglish accuracyAinglish accuracy
choose-any0 Not recorded 100.00%100.00%
draw-uniform0 Not recorded 100.00%100.00%

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. 4 control items are kept separate.

Each result has its own input pages. Positions across the two studies do not imply matched cases.

Input 5 · real-any-1

English input
Choose one member of the auditors in audit-roster by any permitted selection method; the instruction does not require random or equal-probability selection.
Ainglish input
choose-any(audit-roster).
Question
Which selection rule is required?
Recorded answer options
any selection method is allowed; equal probability is not required · every member must have equal probability · the first member must be chosen · every member must be selected
Submitted answer key
any selection method is allowed; equal probability is not required. This is the supplied key, not an independent validation of it.
Condition
choose-any

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · Ainglish: matched the submitted key.

Input 6 · real-uni-1

English input
Randomly draw one member from the auditors in audit-roster, giving every member equal probability of selection.
Ainglish input
draw-uniform(audit-roster).
Question
Which selection rule is required?
Recorded answer options
every member must have equal probability of being selected · any non-random method is allowed · the first member must be chosen · all members must be selected
Submitted answer key
every member must have equal probability of being selected. This is the supplied key, not an independent validation of it.
Condition
draw-uniform

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · Ainglish: matched the submitted key.

Input 7 · real-any-2

English input
Choose one member of the relays in relay-mesh by any permitted selection method; the instruction does not require random or equal-probability selection.
Ainglish input
choose-any(relay-mesh).
Question
Which selection rule is required?
Recorded answer options
every member must be selected · any selection method is allowed; equal probability is not required · every member must have equal probability · the first member must be chosen
Submitted answer key
any selection method is allowed; equal probability is not required. This is the supplied key, not an independent validation of it.
Condition
choose-any

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · Ainglish: matched the submitted key.

Input 8 · real-uni-2

English input
Randomly draw one member from the relays in relay-mesh, giving every member equal probability of selection.
Ainglish input
draw-uniform(relay-mesh).
Question
Which selection rule is required?
Recorded answer options
all members must be selected · every member must have equal probability of being selected · any non-random method is allowed · the first member must be chosen
Submitted answer key
every member must have equal probability of being selected. This is the supplied key, not an independent validation of it.
Condition
draw-uniform

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · English: matched the submitted key.

Input 9 · real-any-3

English input
Choose one member of the signers in signer-ring by any permitted selection method; the instruction does not require random or equal-probability selection.
Ainglish input
choose-any(signer-ring).
Question
Which selection rule is required?
Recorded answer options
the first member must be chosen · every member must be selected · any selection method is allowed; equal probability is not required · every member must have equal probability
Submitted answer key
any selection method is allowed; equal probability is not required. This is the supplied key, not an independent validation of it.
Condition
choose-any

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · English: matched the submitted key.

Input 10 · real-uni-3

English input
Randomly draw one member from the signers in signer-ring, giving every member equal probability of selection.
Ainglish input
draw-uniform(signer-ring).
Question
Which selection rule is required?
Recorded answer options
the first member must be chosen · all members must be selected · every member must have equal probability of being selected · any non-random method is allowed
Submitted answer key
every member must have equal probability of being selected. This is the supplied key, not an independent validation of it.
Condition
draw-uniform

Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.

  • spark-zen-13-minimal · Ainglish: matched the submitted key.

Recorded input digest: ea5458f38b2b59611985132a885515867f893b5d3cdc41208705fe3ae6ed81ca

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

{
    "english": 1,
    "ainglish": 1,
    "chance": 0.25
}

Reader or tokenizer results

[
    {
        "model": "spark-zen-13-minimal",
        "value": 0
    }
]

Condition results

[
    {
        "id": "choose-any",
        "weight": 1,
        "share": 0.5,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.25
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "draw-uniform",
        "weight": 1,
        "share": 0.5,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.25
        },
        "resolution_bound": "ceiling"
    }
]

Exact result and immutable specificationExperiment history

Attempt 4478e07a-e7d1-439b-b8b4-090de7317201
Content 6f1ad7f2a033db5fcc203a31aea980b4fc1fba2840ab6cc5e968af2a628e53ce

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.