Ainglish An English dialect for AI agents

Evidence

Compare two experiments

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

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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?prob / odds-for / odds-against — is a risk a share or a ratio, and which side comes first?2026-09-06 11:31 UTCprob / odds-for / odds-against — is a risk a share or a ratio, and which side comes first?2026-09-12 16:07 UTC
What was measured?comprehension accuracyHow does the wording change correct answers from the declared reader panel?comprehension accuracyHow does the wording change correct answers from the declared reader panel?
What was the result?-6.5887 percentage pointsReported interval: -13.5074 to 1.0726Not yet counting in evidence decisions0 percentage pointsReported interval: 0 to 0Counts in current evidence decisions
Compared with what?Complete, careful EnglishReader exposure not recorded as a structured labelComplete, careful EnglishReader exposure not recorded as a structured label
Independently settled?DisputedEligible replications disagree and this original does not hold a settlement majority.Disagrees with the named originalThis eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.

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
comprehension_accuracy_delta
Second result
comprehension_accuracy_delta
English comparison declarations · Same recorded value
First result
[
    "complete-careful-english-v1"
]
Second result
[
    "complete-careful-english-v1"
]
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
[
    "mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m",
    "gemma3-12b-opaque-choice-q4_k_m@q4_k_m"
]
Second result
[
    "mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m",
    "gemma3-12b-opaque-choice-q4_k_m@q4_k_m"
]
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) · Same recorded value
First result
[
    {
        "id": "prob:payout",
        "weight": 1
    },
    {
        "id": "prob:calibration",
        "weight": 1
    },
    {
        "id": "prob:frequency",
        "weight": 1
    },
    {
        "id": "prob:causation",
        "weight": 1
    },
    {
        "id": "prob:rounding",
        "weight": 1
    },
    {
        "id": "odds-for:payout",
        "weight": 1
    },
    {
        "id": "odds-for:calibration",
        "weight": 1
    },
    {
        "id": "odds-for:frequency",
        "weight": 1
    },
    {
        "id": "odds-for:causation",
        "weight": 1
    },
    {
        "id": "odds-for:rounding",
        "weight": 1
    },
    {
        "id": "odds-against:payout",
        "weight": 1
    },
    {
        "id": "odds-against:calibration",
        "weight": 1
    },
    {
        "id": "odds-against:frequency",
        "weight": 1
    },
    {
        "id": "odds-against:causation",
        "weight": 1
    },
    {
        "id": "odds-against:rounding",
        "weight": 1
    }
]
Second result
[
    {
        "id": "prob:payout",
        "weight": 1
    },
    {
        "id": "prob:calibration",
        "weight": 1
    },
    {
        "id": "prob:frequency",
        "weight": 1
    },
    {
        "id": "prob:causation",
        "weight": 1
    },
    {
        "id": "prob:rounding",
        "weight": 1
    },
    {
        "id": "odds-for:payout",
        "weight": 1
    },
    {
        "id": "odds-for:calibration",
        "weight": 1
    },
    {
        "id": "odds-for:frequency",
        "weight": 1
    },
    {
        "id": "odds-for:causation",
        "weight": 1
    },
    {
        "id": "odds-for:rounding",
        "weight": 1
    },
    {
        "id": "odds-against:payout",
        "weight": 1
    },
    {
        "id": "odds-against:calibration",
        "weight": 1
    },
    {
        "id": "odds-against:frequency",
        "weight": 1
    },
    {
        "id": "odds-against:causation",
        "weight": 1
    },
    {
        "id": "odds-against:rounding",
        "weight": 1
    }
]
First result: full recordcomprehension accuracy · -6.5887 percentage points

First result · 2026-09-06 11:31 UTC

prob / odds-for / odds-against — is a risk a share or a ratio, and which side comes first?

Not yet counting in evidence decisions. This row remains available for assessment, but does not currently carry a counting evidence result.

What was measured
comprehension accuracy · comprehension_accuracy_delta
How does the wording change correct answers from the declared reader panel?
Reported result
-6.5887 percentage points
Reported interval: -13.5074 to 1.0726.

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.

Identical contextual facts in both arms; direct complete English for the question asked. Scope and omitted dimensions are explicit in DESIGN.md.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m, gemma3-12b-opaque-choice-q4_k_m@q4_k_m

Reader population not separately declared.

Conditions covered
Separate outcomes retained for all 15 declared conditions

prob:payout, prob:calibration, prob:frequency, prob:causation, prob:rounding, odds-for:payout, odds-for:calibration, odds-for:frequency, odds-for:causation, odds-for:rounding, odds-against:payout, odds-against:calibration, odds-against:frequency, odds-against:causation, odds-against:rounding

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
Disputed

Eligible replications disagree and this original does not hold a settlement majority.

How often did each version lead to the right answer?

English comparison
90.33%
90.33%
Ainglish version
83.75%
83.75%

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: -13.5074 to 1.0726 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.

Item-selection sensitivity warning. At least one reported reduced-item check changed direction or fell outside the full-item interval. Keep this warning with the score: the headline interval alone does not resolve sensitivity to which cases were included.

Real cases: 120 · Named readers: 2. 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
prob:payout34.55 Not recorded 45.45%80.00%
prob:calibration0 Not recorded 100.00%100.00%
prob:frequency0 Not recorded 100.00%100.00%
prob:causation-25 Not recorded 87.50%62.50%
prob:rounding0 Not recorded 100.00%100.00%
odds-for:payout-50 Not recorded 100.00%50.00%
odds-for:calibration-11.11 Not recorded 100.00%88.89%
odds-for:frequency11.11 Not recorded 88.89%100.00%
odds-for:causation-30.77 Not recorded 100.00%69.23%
odds-for:rounding0 Not recorded 100.00%100.00%
odds-against:payout-15.87 Not recorded 71.43%55.56%
odds-against:calibration0 Not recorded 87.50%87.50%
odds-against:frequency16.67 Not recorded 83.33%100.00%
odds-against:causation-37.5 Not recorded 100.00%62.50%
odds-against:rounding9.09 Not recorded 90.91%100.00%

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

Inspect externally stored 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.

The input material is linked externally. The number of study items and controls in that file has not been checked by this website. “External file” does not mean zero inputs.

Open the declared external input artifact. This is an unverified external link, not a hosted or inspected copy.

Declared input digest: 14046a8994a73e8120eaec31f4d24244c6c7b206de0fa51d96162d55312f5333. A recorded digest alone does not establish that the linked file matches it.

The website does not fetch the file. Verify the declared digest recipe before relying on it: SDK item digests use canonical JSON of the item array, not the raw pretty-printed file bytes.

No readable study input pairs are stored inline in this receipt. This does not mean the experiment used none.

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": 0.9032999999999999918287585387588478624820709228515625,
    "ainglish": 0.83750000000000002220446049250313080847263336181640625,
    "chance": 0.5
}

Reader or tokenizer results

[
    {
        "model": "mistral-small3.2-24b-opaque-choice-q4_k_m",
        "value": -5.9047000000000000596855898038484156131744384765625,
        "precision": "q4_k_m"
    },
    {
        "model": "gemma3-12b-opaque-choice-q4_k_m",
        "value": -6.06400000000000005684341886080801486968994140625,
        "precision": "q4_k_m"
    }
]

Condition results

[
    {
        "id": "prob:payout",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 34.5499999999999971578290569595992565155029296875,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.45450000000000001509903313490212894976139068603515625,
            "ainglish": 0.8000000000000000444089209850062616169452667236328125,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "prob:calibration",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "prob:frequency",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "prob:causation",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": -25,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.875,
            "ainglish": 0.625,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "prob:rounding",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-for:payout",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": -50,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 0.5,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-for:calibration",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": -11.1099999999999994315658113919198513031005859375,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 0.888900000000000023447910280083306133747100830078125,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-for:frequency",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 11.1099999999999994315658113919198513031005859375,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.888900000000000023447910280083306133747100830078125,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-for:causation",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": -30.769999999999999573674358543939888477325439453125,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 0.69230000000000002646771690706373192369937896728515625,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-for:rounding",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-against:payout",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": -15.8699999999999992184029906638897955417633056640625,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.71430000000000004600764214046648703515529632568359375,
            "ainglish": 0.55559999999999998276933865781757049262523651123046875,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-against:calibration",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.875,
            "ainglish": 0.875,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-against:frequency",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 16.6700000000000017053025658242404460906982421875,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.83330000000000004067857162226573564112186431884765625,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-against:causation",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": -37.5,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 0.625,
            "chance": 0.5
        },
        "resolution_bound": "resolvable"
    },
    {
        "id": "odds-against:rounding",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 9.089999999999999857891452847979962825775146484375,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 0.909100000000000019184653865522705018520355224609375,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    }
]

Exact result and immutable specificationExperiment history

Attempt 638d2aab-f063-48c2-bb8f-7d27ab7af3b4
Content f270857d598a65b32d12b172773219e48e5c71950dc0dd4940f8bfddd081b4ee

Second result: full recordcomprehension accuracy · 0 percentage points

Second result · 2026-09-12 16:07 UTC

prob / odds-for / odds-against — is a risk a share or a ratio, and which side comes first?

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.

Identical contextual facts in both arms; direct complete English for the question asked. Scope and omitted dimensions are explicit in DESIGN.md.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m, gemma3-12b-opaque-choice-q4_k_m@q4_k_m

Reader population not separately declared.

Conditions covered
Separate outcomes retained for all 15 declared conditions

prob:payout, prob:calibration, prob:frequency, prob:causation, prob:rounding, odds-for:payout, odds-for:calibration, odds-for:frequency, odds-for:causation, odds-for:rounding, odds-against:payout, odds-against:calibration, odds-against:frequency, odds-against:causation, odds-against:rounding

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
Disagrees with the named original

This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.

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 identityf270857d598a65b32d12b172773219e48e5c71950dc0dd4940f8bfddd081b4ee

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: 30 · Named readers: 2. 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
prob:payout0 Not recorded 100.00%100.00%
prob:calibration0 Not recorded 100.00%100.00%
prob:frequency0 Not recorded 100.00%100.00%
prob:causation0 Not recorded 100.00%100.00%
prob:rounding0 Not recorded 100.00%100.00%
odds-for:payout0 Not recorded 100.00%100.00%
odds-for:calibration0 Not recorded 100.00%100.00%
odds-for:frequency0 Not recorded 100.00%100.00%
odds-for:causation0 Not recorded 100.00%100.00%
odds-for:rounding0 Not recorded 100.00%100.00%
odds-against:payout0 Not recorded 100.00%100.00%
odds-against:calibration0 Not recorded 100.00%100.00%
odds-against:frequency0 Not recorded 100.00%100.00%
odds-against:causation0 Not recorded 100.00%100.00%
odds-against:rounding0 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 30 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 1 · SB-pp-0000

English input
Model q00: b00 and not-b00 exhaust outcomes. Probability claim only. Probability of b00: 0.30. Separate contract: payout is 6 credits per credit staked if b00 occurs.
Ainglish input
Model q00: b00 and not-b00 exhaust outcomes. Probability claim only. prob(b00)=0.30. Separate contract: payout is 6 credits per credit staked if b00 occurs.
Question
Is a bookmaker payout separately stated?
Recorded answer options
yes · no
Submitted answer key
yes. This is the supplied key, not an independent validation of it.
Condition
prob:payout

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

  • gemma3-12b-opaque-choice-q4_k_m · English: matched the submitted key.
  • mistral-small3.2-24b-opaque-choice-q4_k_m · Ainglish: matched the submitted key.

Input 2 · SB-pp-0003

English input
Model q01: b01 and not-b01 exhaust outcomes. Probability claim only. Probability of b01: 0.70.
Ainglish input
Model q01: b01 and not-b01 exhaust outcomes. Probability claim only. prob(b01)=0.70.
Question
Is a bookmaker payout separately stated?
Recorded answer options
yes · no
Submitted answer key
no. This is the supplied key, not an independent validation of it.
Condition
prob:payout

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

  • gemma3-12b-opaque-choice-q4_k_m · Ainglish: matched the submitted key.
  • mistral-small3.2-24b-opaque-choice-q4_k_m · English: matched the submitted key.

Input 3 · SB-pk-0000

English input
Model q10: b10 and not-b10 exhaust outcomes. Probability claim only. Probability of b10: 0.30. Separate audit: this model met its calibration tolerance.
Ainglish input
Model q10: b10 and not-b10 exhaust outcomes. Probability claim only. prob(b10)=0.30. Separate audit: this model met its calibration tolerance.
Question
Is a calibration assessment separately stated?
Recorded answer options
yes · no
Submitted answer key
yes. This is the supplied key, not an independent validation of it.
Condition
prob:calibration

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

  • gemma3-12b-opaque-choice-q4_k_m · English: matched the submitted key.
  • mistral-small3.2-24b-opaque-choice-q4_k_m · Ainglish: matched the submitted key.

Input 4 · SB-pk-0004

English input
Model q11: b11 and not-b11 exhaust outcomes. Probability claim only. Probability of b11: 0.70.
Ainglish input
Model q11: b11 and not-b11 exhaust outcomes. Probability claim only. prob(b11)=0.70.
Question
Is a calibration assessment separately stated?
Recorded answer options
yes · no
Submitted answer key
no. This is the supplied key, not an independent validation of it.
Condition
prob:calibration

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

  • gemma3-12b-opaque-choice-q4_k_m · Ainglish: matched the submitted key.
  • mistral-small3.2-24b-opaque-choice-q4_k_m · English: matched the submitted key.

Input 5 · SB-pf-0001

English input
Model q20: b20 and not-b20 exhaust outcomes. Probability claim only. Probability of b20: 0.30. Separate log: b20 occurred in 9 of 20 trials.
Ainglish input
Model q20: b20 and not-b20 exhaust outcomes. Probability claim only. prob(b20)=0.30. Separate log: b20 occurred in 9 of 20 trials.
Question
Is an observed frequency separately stated?
Recorded answer options
yes · no
Submitted answer key
yes. This is the supplied key, not an independent validation of it.
Condition
prob:frequency

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

  • gemma3-12b-opaque-choice-q4_k_m · English: matched the submitted key.
  • mistral-small3.2-24b-opaque-choice-q4_k_m · Ainglish: matched the submitted key.

Input 6 · SB-pf-0004

English input
Model q21: b21 and not-b21 exhaust outcomes. Probability claim only. Probability of b21: 0.70.
Ainglish input
Model q21: b21 and not-b21 exhaust outcomes. Probability claim only. prob(b21)=0.70.
Question
Is an observed frequency separately stated?
Recorded answer options
yes · no
Submitted answer key
no. This is the supplied key, not an independent validation of it.
Condition
prob:frequency

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

  • gemma3-12b-opaque-choice-q4_k_m · Ainglish: matched the submitted key.
  • mistral-small3.2-24b-opaque-choice-q4_k_m · English: matched the submitted key.

Recorded input digest: 09a34df8e094cfe2a603c3fc85fb0ae78d3dc852ac2f69b696455e896edbb3ec

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": 0.5
}

Reader or tokenizer results

[
    {
        "model": "mistral-small3.2-24b-opaque-choice-q4_k_m",
        "value": 0,
        "precision": "q4_k_m"
    },
    {
        "model": "gemma3-12b-opaque-choice-q4_k_m",
        "value": 0,
        "precision": "q4_k_m"
    }
]

Condition results

[
    {
        "id": "prob:payout",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "prob:calibration",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "prob:frequency",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "prob:causation",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "prob:rounding",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-for:payout",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-for:calibration",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-for:frequency",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-for:causation",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-for:rounding",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-against:payout",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-against:calibration",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-against:frequency",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-against:causation",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    },
    {
        "id": "odds-against:rounding",
        "weight": 1,
        "share": 0.06666666666666666574148081281236954964697360992431640625,
        "value": 0,
        "value_lo": null,
        "value_hi": null,
        "arms": {
            "english": 1,
            "ainglish": 1,
            "chance": 0.5
        },
        "resolution_bound": "ceiling"
    }
]

Exact result and immutable specificationExperiment history

Attempt 51f31371-18c4-4f33-aa8d-74b19a662f2c
Content 78041bf527b60a115afdc8b3d214252ceaeaceb09af4723437ba0c700dcdb139

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.