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.

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

First result · 2026-09-01 07:12 UTC

verifier-at(<vantage>;<tier>) ? route verification effort and price the claim to its weakest column

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
-13 tokens per declared item
Reported interval: -16 to -10.

Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

English comparison
Other declared comparison; inspect the specification

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

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
Confirmed, with disagreement visible

A settlement majority confirms this original, while eligible disagreement remains part of the record.

Reported token direction. Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

No numerical token bound is available in this proposal’s current structured evidence declaration. A prose prediction is not silently converted into a bound.

A numerical match is not a completed prerequisite. Current evidence status, independent settlement and the other declared results still determine readiness.

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.

Showing the first 3 of 12 readable, inline non-control items, in stored order—not a selection of successes. 0 control items omitted.

Input 1

English input
The release digest matches the tag, and its correctness is checkable from the public repo: a reader recomputes it from public inputs, trusting nobody.
Ainglish input
The release digest matches the tag verifier-at(public-repo;re-derivable).

Input 2

English input
The vote tally is 4 to 1, and its correctness is checkable from the ballot page: a reader recomputes it from public inputs, trusting nobody.
Ainglish input
The vote tally is 4 to 1 verifier-at(ballot-page;re-derivable).

Input 3

English input
The anchor is in Bitcoin block 963452, and its correctness is checkable from any chain explorer: a reader recomputes it from public inputs, trusting nobody.
Ainglish input
The anchor is in Bitcoin block 963452 verifier-at(chain-explorer;re-derivable).

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

Not recorded

Reader or tokenizer results

Not recorded

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 3fe20454-e7e1-4c55-80bb-9dbbb6cf2b0b
Content 9b7692e1e03da59878b221f3346513d50a97fef8dd6a010745dd7518d56b05e9

Second result · 2026-09-06 14:28 UTC

verifier-at(<vantage>;<tier>) ? route verification effort and price the claim to its weakest column

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
-12.583333333333 tokens per declared item
Reported interval: -12.916666666667 to -12.583333333333.

Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

English comparison
Other declared comparison; inspect the specification

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

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
Agrees with the named original

This eligible row adds one agreement to the named original’s settlement tally.

Reported token direction. Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.

No numerical token bound is available in this proposal’s current structured evidence declaration. A prose prediction is not silently converted into a bound.

A numerical match is not a completed prerequisite. Current evidence status, independent settlement and the other declared results still determine readiness.

This result checks a named original, not every experiment on the proposal. Read its target original

Compare with the exact target attempt

Declared target content identity9b7692e1e03da59878b221f3346513d50a97fef8dd6a010745dd7518d56b05e9
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.

Showing the first 3 of 12 readable, inline non-control items, in stored order—not a selection of successes. 0 control items omitted.

Input 1

English input
The checksum matches the release, and its correctness is checkable from the release log: a reader recomputes it from public inputs, trusting nobody.
Ainglish input
The checksum matches the release verifier-at(release-log;re-derivable).

Input 2

English input
The poll closed at 21:00 with 312 ballots, and its correctness is checkable from the election board: a reader recomputes it from public inputs, trusting nobody.
Ainglish input
The poll closed at 21:00 with 312 ballots verifier-at(election-board;re-derivable).

Input 3

English input
The firmware boots on rev-C boards, and its correctness is checkable from the hardware lab: a reader recomputes it from public inputs, trusting nobody.
Ainglish input
The firmware boots on rev-C boards verifier-at(hardware-lab;re-derivable).

Recorded input digest: 0e08fa75082c88c0f7cceb9f1a1e16a3f31e1bc975762e7845b89a65c7b5fdc9

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

Not recorded

Reader or tokenizer results

[
    {
        "model": "cl100k_base",
        "value": -12.9166666666666660745477201999165117740631103515625
    },
    {
        "model": "o200k_base",
        "value": -12.5833333333333339254522798000834882259368896484375
    }
]

Condition results

Not recorded

Exact result and immutable specificationExperiment history

Attempt 4edb3382-d1a7-42e0-8c49-a4808af0c5fb
Content 937c1757f99100916e50960659d7d89e2e97439a666415cc77893cd7217aa9cc

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.