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

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?proposal-by(<P>) / decision-by(<A>) — say whether an option is offered or operatively chosen2026-08-21 17:54 UTCproposal-by(<P>) / decision-by(<A>) — say whether an option is offered or operatively chosen2026-09-02 15:51 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?-6.94 percentage pointsReported interval: -24.1714 to 10.4249Not yet counting in evidence decisions10.2 percentage pointsReported interval: -15.2941 to 38.8889Counts in current evidence decisions
Compared with what?English comparison not recorded as a structured labelReader exposure not recorded as a structured labelOther declared comparison; inspect the specificationReader 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 · Only recorded on one side
First result
Not recorded in this structured field
Second result
[
    "short-conversational-proposal-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) · Recorded values differ
First result
[
    "Dexagon-local-Qwen2.5-7B-Q4_K_M@q4_k_m",
    "Dexagon-local-Gemma3-12B-Q4_K_M@q4_k_m",
    "Dexagon-local-MistralSmall3.2-24B-Q4_K_M@q4_k_m"
]
Second result
[
    "falcon3-10b-qualification-v7-c8647169c2b9@q4_k_m",
    "olmo2-13b-qualification-v7-cd836509a1a0@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) · Not recorded on either side
First result
Not recorded in this structured field
Second result
Not recorded in this structured field
First result: full recordcomprehension accuracy · -6.94 percentage points

First result · 2026-08-21 17:54 UTC

proposal-by(<P>) / decision-by(<A>) — say whether an option is offered or operatively chosen

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
-6.94 percentage points
Reported interval: -24.1714 to 10.4249.

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

English comparison
English comparison not recorded as a structured label

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

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
Dexagon-local-Qwen2.5-7B-Q4_K_M@q4_k_m, Dexagon-local-Gemma3-12B-Q4_K_M@q4_k_m, Dexagon-local-MistralSmall3.2-24B-Q4_K_M@q4_k_m

Reader population not separately declared.

Conditions covered
No condition-by-condition settlement contract recorded

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
43.06%
43.06%
Ainglish version
36.11%
36.11%

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 interval (method not identified here): -24.1714 to 10.4249 percentage points.

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

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: 48 · Named readers: 3. These are different units; multiple answers to one case are not new cases.

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: 86e230bf7603f3d822e8ec86b8714d979847bca171a1e9c376b1ef2eea8b934f. 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": 0.43059999999999998276933865781757049262523651123046875,
    "ainglish": 0.361099999999999976552089719916693866252899169921875,
    "chance": 0.200000000000000011102230246251565404236316680908203125
}

Reader or tokenizer results

[
    {
        "model": "Dexagon-local-Qwen2.5-7B-Q4_K_M",
        "value": -8.3300000000000000710542735760100185871124267578125,
        "precision": "q4_k_m"
    },
    {
        "model": "Dexagon-local-Gemma3-12B-Q4_K_M",
        "value": -4.1699999999999999289457264239899814128875732421875,
        "precision": "q4_k_m"
    },
    {
        "model": "Dexagon-local-MistralSmall3.2-24B-Q4_K_M",
        "value": -8.3300000000000000710542735760100185871124267578125,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt a9127a91-4554-44d7-a517-1c5a68ab84cb
Content 4d1beddebecdae7ee289cfdaf127fdccbc942b25070811c2663c345d9bd302f8

Second result: full recordcomprehension accuracy · 10.2 percentage points

Second result · 2026-09-02 15:51 UTC

proposal-by(<P>) / decision-by(<A>) — say whether an option is offered or operatively chosen

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
10.2 percentage points
Reported interval: -15.2941 to 38.8889.

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

English comparison
Other declared comparison; inspect the specification

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

The English arm uses Let's/should/how-about/think-ought proposal language and the Ainglish arm replaces only that source-status cue with proposal-by while retaining context.

Reader exposure
Reader exposure not recorded as a structured label
Named instruments
falcon3-10b-qualification-v7-c8647169c2b9@q4_k_m, olmo2-13b-qualification-v7-cd836509a1a0@q4_k_m

Reader population not separately declared.

Conditions covered
No condition-by-condition settlement contract recorded

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

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 identity4d1beddebecdae7ee289cfdaf127fdccbc942b25070811c2663c345d9bd302f8

How often did each version lead to the right answer?

English comparison
13.33%
13.33%
Ainglish version
23.53%
23.53%

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: -15.2941 to 38.8889 percentage points.

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

The reported accuracy is near a measurement boundary; read the resolution diagnostics before claiming a small effect.

Real cases: 16 · Named readers: 2. These are different units; multiple answers to one case are not new cases.

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 16 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 · r2-proposal-by-01

English input
Network Maintainer holds the senior role named here. Network Maintainer writes, “Let's drain edge node 14 after midnight.”
Ainglish input
Network Maintainer holds the senior role named here. proposal-by(network maintainer): drain edge node 14 after midnight.
Question
Profile the sentence: (1) is the action offered, selected, invalid-source, or indeterminate; (2) may it record an existing choice; (3) does it command the reader or grant permission?
Recorded answer options
offered / no / no · selected / yes / no · invalid source / no / no · selected / yes / yes · cannot tell / cannot tell / cannot tell
Submitted answer key
offered / no / no. This is the supplied key, not an independent validation of it.

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

  • falcon3-10b-qualification-v7-c8647169c2b9 · Ainglish: did not match the submitted key.
  • olmo2-13b-qualification-v7-cd836509a1a0 · English: did not match the submitted key.

Input 2 · r2-proposal-by-02

English input
Everyone present voiced support. Storage Lead writes, “We should compact shard delta this weekend.”
Ainglish input
Everyone present voiced support. proposal-by(storage lead): compact shard delta this weekend.
Question
Profile the sentence: (1) is the action offered, selected, invalid-source, or indeterminate; (2) may it record an existing choice; (3) does it command the reader or grant permission?
Recorded answer options
selected / yes / no · invalid source / no / no · selected / yes / yes · cannot tell / cannot tell / cannot tell · offered / no / no
Submitted answer key
offered / no / no. This is the supplied key, not an independent validation of it.

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

  • falcon3-10b-qualification-v7-c8647169c2b9 · Ainglish: matched the submitted key.
  • olmo2-13b-qualification-v7-cd836509a1a0 · English: did not match the submitted key.

Input 3 · r2-proposal-by-03

English input
A different earlier course remains the operative choice. Scheduler Engineer writes, “How about we move batch 19 to the quiet window?”
Ainglish input
A different earlier course remains the operative choice. proposal-by(scheduler engineer): move batch 19 to the quiet window.
Question
Profile the sentence: (1) is the action offered, selected, invalid-source, or indeterminate; (2) may it record an existing choice; (3) does it command the reader or grant permission?
Recorded answer options
invalid source / no / no · selected / yes / yes · cannot tell / cannot tell / cannot tell · offered / no / no · selected / yes / no
Submitted answer key
offered / no / no. This is the supplied key, not an independent validation of it.

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

  • falcon3-10b-qualification-v7-c8647169c2b9 · English: matched the submitted key.
  • olmo2-13b-qualification-v7-cd836509a1a0 · Ainglish: did not match the submitted key.

Input 4 · r2-proposal-by-04

English input
Alerting Steward writes, “I think we ought to lower the warning threshold for the pilot.”
Ainglish input
proposal-by(alerting steward): lower the warning threshold for the pilot.
Question
Profile the sentence: (1) is the action offered, selected, invalid-source, or indeterminate; (2) may it record an existing choice; (3) does it command the reader or grant permission?
Recorded answer options
selected / yes / yes · cannot tell / cannot tell / cannot tell · offered / no / no · selected / yes / no · invalid source / no / no
Submitted answer key
offered / no / no. This is the supplied key, not an independent validation of it.

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

  • falcon3-10b-qualification-v7-c8647169c2b9 · English: matched the submitted key.
  • olmo2-13b-qualification-v7-cd836509a1a0 · English: did not match the submitted key.

Input 5 · r2-proposal-by-05

English input
Policy Chair holds the senior role named here. Policy Chair writes, “Let's publish the exception register each quarter.”
Ainglish input
Policy Chair holds the senior role named here. proposal-by(policy chair): publish the exception register each quarter.
Question
Profile the sentence: (1) is the action offered, selected, invalid-source, or indeterminate; (2) may it record an existing choice; (3) does it command the reader or grant permission?
Recorded answer options
cannot tell / cannot tell / cannot tell · offered / no / no · selected / yes / no · invalid source / no / no · selected / yes / yes
Submitted answer key
offered / no / no. This is the supplied key, not an independent validation of it.

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

  • falcon3-10b-qualification-v7-c8647169c2b9 · English: did not match the submitted key.
  • olmo2-13b-qualification-v7-cd836509a1a0 · Ainglish: did not match the submitted key.

Input 6 · r2-proposal-by-06

English input
Everyone present voiced support. Budget Convener writes, “We should reserve ten percent for maintenance.”
Ainglish input
Everyone present voiced support. proposal-by(budget convener): reserve ten percent for maintenance.
Question
Profile the sentence: (1) is the action offered, selected, invalid-source, or indeterminate; (2) may it record an existing choice; (3) does it command the reader or grant permission?
Recorded answer options
offered / no / no · selected / yes / no · invalid source / no / no · selected / yes / yes · cannot tell / cannot tell / cannot tell
Submitted answer key
offered / no / no. This is the supplied key, not an independent validation of it.

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

  • falcon3-10b-qualification-v7-c8647169c2b9 · English: did not match the submitted key.
  • olmo2-13b-qualification-v7-cd836509a1a0 · English: did not match the submitted key.

Recorded input digest: 1d3ce59fec8b7f7d37cc4e71de16ec2a871c22fd265b9a36a9a85aae279e8572

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": 0.1333000000000000018207657603852567262947559356689453125,
    "ainglish": 0.235300000000000009148237722911289893090724945068359375,
    "chance": 0.200000000000000011102230246251565404236316680908203125
}

Reader or tokenizer results

[
    {
        "model": "falcon3-10b-qualification-v7-c8647169c2b9",
        "value": -3.640000000000000124344978758017532527446746826171875,
        "precision": "q4_k_m"
    },
    {
        "model": "olmo2-13b-qualification-v7-cd836509a1a0",
        "value": 0,
        "precision": "q4_k_m"
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt b25e99be-ad0e-454a-8f5e-2cb536bbea38
Content a6142c5c7e675bd290d7150c98615b21794673fa7fb9711015257b4ca2052568

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.