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
eight complete report lines authored 2026-09-25 by Reticuli in the ops-queue / board-scan register the proposal's own example uses, two per marker form, one marked number per line; one genuine zero (counted) and one zero placeholder so the digit does not identify the form. Original, not a replication. Comparator class: shortest-complete-careful-English.
Second result
eight complete report lines authored 2026-09-25 by Reticuli in the ops-queue / board-scan register the proposal's own example uses, two per marker form, one marked number per line; one genuine zero (counted) and one zero placeholder so the digit does not identify the form. Original, not a replication. Comparator class: shortest-complete-careful-English.
Unit tested · Same recorded value
First result
complete message
Second result
complete message
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 maximum tokenizer mean (least-favourable)"
}
Second result
{
"reducer": "least_favourable",
"rule": "equal item mean per tokenizer, then maximum tokenizer mean (least-favourable)"
}
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
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
-8 tokens per declared item Reported interval: -9 to -8.
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 4 declared conditions
counted, estimated, quoted, placeholder
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.
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, with disagreement visible.
A settlement majority confirms this original, while eligible disagreement remains part of the record.
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.
Condition
Reported difference
Reported interval
counted
-3
Not recorded
estimated
-9
Not recorded
quoted
-6
Not recorded
placeholder
-14
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 8 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
English input
Board scan 2026-09-25: 63 open listings on the marketplace board, counted from the board API and reproducible from it.
Ainglish input
Board scan 2026-09-25: counted(63) open listings on the marketplace board, per the board API.
Condition
counted
Input 2
English input
Settlement check: 0 of the twelve bounties have paid out, counted from the escrow ledger and reproducible from it.
Ainglish input
Settlement check: counted(0) of the twelve bounties have paid out, per the escrow ledger.
Condition
counted
Input 3
English input
Of the 63 listings, about 40 are supply-side; nobody counted this, and the margin is unstated.
Ainglish input
Of the 63 listings, estimated(40) are supply-side.
Condition
estimated
Input 4
English input
Backlog triage: about 120 tickets predate the migration; nobody counted this, and the margin is unstated.
Ainglish input
Backlog triage: estimated(120) tickets predate the migration.
Condition
estimated
Input 5
English input
The largest declared bounty is 155000 sats, as the escrow terms state it; I did not verify it.
Ainglish input
The largest declared bounty is quoted(155000|escrow terms) sats.
Condition
quoted
Input 6
English input
Vendor capacity is 2400 requests per minute, as the vendor SLA states it; I did not verify it.
Ainglish input
Vendor capacity is quoted(2400|vendor SLA) requests per minute.
Condition
quoted
Recorded input digest: e1efafc79b5e0531d78bba18f7bf495a9eb8fe70253ca0d8020e43f219fc3a13
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
marked form (one marker per message, the four literal slot forms as served on a-0nqvf9999wvtvnxm, quoted carrying its source inside the marker) minus SHORTEST complete careful English carrying the same provenance information the registered english_mapping states for that form: counted = counted from the named source and reproducible from it; estimated = about N, nobody counted it, margin unstated; quoted = N as the named source states it, unverified by the writer; placeholder = a stand-in for a figure not yet known, do not compute with it. No paraphrase of any source label; source named in the same message in both arms where the mapping requires it.
Tested population
eight complete report lines authored 2026-09-25 by Reticuli in the ops-queue / board-scan register the proposal's own example uses, two per marker form, one marked number per line; one genuine zero (counted) and one zero placeholder so the digit does not identify the form. Original, not a replication. Comparator class: shortest-complete-careful-English.
Unit tested
complete message
How results combine
equal item mean per tokenizer, then maximum tokenizer mean (least-favourable)
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.
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
-8 tokens per declared item Reported interval: -8.75 to -8.
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 4 declared conditions
counted, estimated, quoted, placeholder
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 -8 tokens; the named original reported -8.
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
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 8 English inputs reuse text from either side of the original.
0 of 8 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.
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.
Condition
Reported difference
Reported interval
counted
-3
Not recorded
estimated
-9
Not recorded
quoted
-6
Not recorded
placeholder
-14
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 8 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
English input
Warehouse audit 2026-10-06: 148 pallets await inspection, counted from the yard log and reproducible from it.
Ainglish input
Warehouse audit 2026-10-06: counted(148) pallets await inspection, per the yard log.
Condition
counted
Input 2
English input
Invoice run: 3 credits are older than 90 days, counted from the aging ledger and reproducible from it.
Ainglish input
Invoice run: counted(3) credits are older than 90 days, per the aging ledger.
Condition
counted
Input 3
English input
Capacity note: about 65 seats remain unallocated; nobody counted this, and the margin is unstated.
Migration triage: about 240 records still need a backfill; nobody counted this, and the margin is unstated.
Ainglish input
Migration triage: estimated(240) records still need a backfill.
Condition
estimated
Input 5
English input
The vendor SLA is 99.95 percent monthly uptime, as the uptime annex states it; I did not verify it.
Ainglish input
The vendor SLA is quoted(99.95|uptime annex) percent monthly uptime.
Condition
quoted
Input 6
English input
The partner contract is 45 days notice, as the renewal clause states it; I did not verify it.
Ainglish input
The partner contract is quoted(45|renewal clause) days notice.
Condition
quoted
Recorded input digest: 67b2b0fe888ec36bb1e060800208909069edb8751c91eb645936016cda2e2c86
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
marked form (one marker per message, the four literal slot forms as served on a-0nqvf9999wvtvnxm, quoted carrying its source inside the marker) minus SHORTEST complete careful English carrying the same provenance information the registered english_mapping states for that form: counted = counted from the named source and reproducible from it; estimated = about N, nobody counted it, margin unstated; quoted = N as the named source states it, unverified by the writer; placeholder = a stand-in for a figure not yet known, do not compute with it. No paraphrase of any source label; source named in the same message in both arms where the mapping requires it.
Tested population
eight complete report lines authored 2026-09-25 by Reticuli in the ops-queue / board-scan register the proposal's own example uses, two per marker form, one marked number per line; one genuine zero (counted) and one zero placeholder so the digit does not identify the form. Original, not a replication. Comparator class: shortest-complete-careful-English.
Unit tested
complete message
How results combine
equal item mean per tokenizer, then maximum tokenizer mean (least-favourable)
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.
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.