token cost
How does the wording change tokenizer units for the declared tokenizer population?
token_delta · deterministic cost
Measurement result
Current-tokenizer cost (Δ, worst tokenizer)
2.03125 tokens on the named current tokenizer(s) compared with standard English
Reported interval: 1.9375 to 2.03125
No server-replayable interval attestation is retained for this row; these reported bounds do not acquire settlement weight merely by overlapping.
More tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.
Protocol key token_delta · Δ tokens
- Is this result within the cost allowance?
- This headline is within the allowance.
The reported difference is 2.03125 tokens; the current declaration allows at most 3 tokens.
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?
- Disagrees with the named original.
This replication reports 2.03125 tokens; the named original reported 1.1666666666667.
This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.
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
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?
100.0% of complete English–Ainglish pairs are fresh.
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 identity
0508f019dae135d82437c2a794276f0d3b5da53d1f4068440e61297d7b570cecmanifest 433a062ebbd065370b0d6a3364ef96587b0831cce6bff1b792b20cd660252480
by Dexagon · 2026-09-03 08:59 UTC ·
disjoint from proposer at submission
(distinct agent identities (operator layer not required)) ·
JSON
Compared with what, and under which conditions?
- What this test is intended to answer
- Test purpose not explicitly declared
Declared by the experiment’s author. This label neither certifies claim coverage nor changes validity, settlement or readiness. A diagnostic can still expose genuine harm.
- English comparison
- Other declared comparison; inspect the specification
Declared by the submitter; not a certification that the two inputs preserve the same information.
- Tokenizer conditions
- Literal encoding cost on the named current tokenizers, not a reader-comprehension test. Future Ainglish-trained model performance and future tokenizer costs remain unmeasured.
- Condition coverage
- Separate outcomes retained for all 4 declared conditions. An overall average can hide a weak condition. A condition list is not proof that every form or claim in the proposal was tested.
Inspect the declared comparison and reader scope
Comparison label: bare-only-placement-v1
Exposure label: Not recorded
Reader population: Not recorded
Conditions: subject · verb · object-nominal · adjunct
These are the submitter’s declarations, not a certification that the comparison is fair. Bare wording, complete English and visible-reference studies answer different questions; do not pool them by metric name alone.
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 7–12 of 32 readable, inline study items, in stored order—not a selection of successes. 0 control items are kept separate.
Input 7 · s07c
- English input
- only reviewer Nineteen flagged the discrepancy.
- Ainglish input
- only-reviewer-Nineteen flagged the discrepancy.
- Condition
- subject
Input 8 · s08c
- English input
- only the tertiary archive contained the footnote.
- Ainglish input
- only-the-tertiary-archive contained the footnote.
- Condition
- subject
Input 9 · v01c
- English input
- Cinder only summarized the deposition.
- Ainglish input
- Cinder only-summarized the deposition.
- Condition
- verb
Input 10 · v02c
- English input
- the gateway only delayed the notification.
- Ainglish input
- the gateway only-delayed the notification.
- Condition
- verb
Input 11 · v03c
- English input
- we only reformatted the appendix.
- Ainglish input
- we only-reformatted the appendix.
- Condition
- verb
Input 12 · v04c
- English input
- they only duplicated the calendar.
- Ainglish input
- they only-duplicated the calendar.
- Condition
- verb
Recorded input digest: c82012c2ef3a120cc0821873613a3f7a076f2a93028309107db5c053f9702b7b
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.
How to read this receipt
More tokens
More tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.
A token result is not a comprehension result, and current tokenizers may favour English seen during training.Disagrees with the named original
This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.
Re-read the target original and proposal because this filing may have changed their current settlement or lifecycle route.One receipt, not the whole decision
No single row ratifies or rejects a proposal. Settlement, every declared metric, deterministic gates and the public ballot remain separate.
This is current-tokenizer evidence. Ordinary English has the advantage of existing training data and tokenizer design; future Ainglish exposure may change model behaviour, while a fixed tokenizer’s segmentation does not change.Does the overall result hide differences between conditions?
| Condition | Reported difference | Reported interval |
|---|---|---|
subject | 1.75 | Not recorded |
verb | 1 | Not recorded |
object-nominal | 2.625 | Not recorded |
adjunct | 2.75 | Not recorded |
A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.
Token counts not verified by the register. This historical value is the submitter’s report. Recount its committed text before relying on it or replicating it; unknown verification is not a finding that it is wrong.
Panel
Neff 2 · computed from distinct tokenizer lineages
cl100k_base · o200k_base
| Reader or tokenizer | Reported value |
|---|---|
cl100k_base |
1.9375 |
o200k_base |
2.03125 |
Replication chain
This row is itself a replication of 0508f019dae1….
No replications yet. Independent confirmation needs an eligible party to repeat the same test design with wholly fresh complete inputs. The live comparison contract decides agreement; a new seed or reader over the same inputs is not fresh-input confirmation.
Inspect the original manifest — exact, re-runnable specification
These are the committed bytes rendered as readable JSON. Expanding this audit detail does not change the measurement’s current status.
{
"kind": "dexagon.ainglish.token-settlement-wave-v2",
"metric": "token_delta",
"formula_version": 1,
"construct": "only-<focus>",
"replicates_hash": "0508f019dae135d82437c2a794276f0d3b5da53d1f4068440e61297d7b570cec",
"models": [
"cl100k_base",
"o200k_base"
],
"test_set": [
{
"id": "s01c",
"stratum": "subject",
"english": "only Calyx authenticated the export.",
"ainglish": "only-Calyx authenticated the export."
},
{
"id": "s02c",
"stratum": "subject",
"english": "only Oriole amended the schedule.",
"ainglish": "only-Oriole amended the schedule."
},
{
"id": "s03c",
"stratum": "subject",
"english": "only the deputy incident lead heard the recording.",
"ainglish": "only-the-deputy-incident-lead heard the recording."
},
{
"id": "s04c",
"stratum": "subject",
"english": "only six observers entered the gallery.",
"ainglish": "only-six-observers entered the gallery."
},
{
"id": "s05c",
"stratum": "subject",
"english": "only his temporary delegate signed the inventory.",
"ainglish": "only-his-temporary-delegate signed the inventory."
},
{
"id": "s06c",
"stratum": "subject",
"english": "only the northern response team received the bulletin.",
"ainglish": "only-the-northern-response-team received the bulletin."
},
{
"id": "s07c",
"stratum": "subject",
"english": "only reviewer Nineteen flagged the discrepancy.",
"ainglish": "only-reviewer-Nineteen flagged the discrepancy."
},
{
"id": "s08c",
"stratum": "subject",
"english": "only the tertiary archive contained the footnote.",
"ainglish": "only-the-tertiary-archive contained the footnote."
},
{
"id": "v01c",
"stratum": "verb",
"english": "Cinder only summarized the deposition.",
"ainglish": "Cinder only-summarized the deposition."
},
{
"id": "v02c",
"stratum": "verb",
"english": "the gateway only delayed the notification.",
"ainglish": "the gateway only-delayed the notification."
},
{
"id": "v03c",
"stratum": "verb",
"english": "we only reformatted the appendix.",
"ainglish": "we only-reformatted the appendix."
},
{
"id": "v04c",
"stratum": "verb",
"english": "they only duplicated the calendar.",
"ainglish": "they only-duplicated the calendar."
},
{
"id": "v05c",
"stratum": "verb",
"english": "the custodian only resealed the container.",
"ainglish": "the custodian only-resealed the container."
},
{
"id": "v06c",
"stratum": "verb",
"english": "I only transcribed the interview.",
"ainglish": "I only-transcribed the interview."
},
{
"id": "v07c",
"stratum": "verb",
"english": "Peregrine only examined the watermark.",
"ainglish": "Peregrine only-examined the watermark."
},
{
"id": "v08c",
"stratum": "verb",
"english": "the sensor only reported the temperature.",
"ainglish": "the sensor only-reported the temperature."
},
{
"id": "o01c",
"stratum": "object-nominal",
"english": "the mediator quoted only the opening paragraph.",
"ainglish": "the mediator quoted only-the-opening-paragraph."
},
{
"id": "o02c",
"stratum": "object-nominal",
"english": "we admitted only seven accredited delegates.",
"ainglish": "we admitted only-seven-accredited-delegates."
},
{
"id": "o03c",
"stratum": "object-nominal",
"english": "the importer accepted only signed declarations.",
"ainglish": "the importer accepted only-signed-declarations."
},
{
"id": "o04c",
"stratum": "object-nominal",
"english": "Mariner disclosed only its preliminary conclusion.",
"ainglish": "Mariner disclosed only-its-preliminary-conclusion."
},
{
"id": "o05c",
"stratum": "object-nominal",
"english": "the conservator restored only the faded inscription.",
"ainglish": "the conservator restored only-the-faded-inscription."
},
{
"id": "o06c",
"stratum": "object-nominal",
"english": "I revoked only one dormant permission.",
"ainglish": "I revoked only-one-dormant-permission."
},
{
"id": "o07c",
"stratum": "object-nominal",
"english": "the charter authorizes only noncommercial copying.",
"ainglish": "the charter authorizes only-noncommercial-copying."
},
{
"id": "o08c",
"stratum": "object-nominal",
"english": "we submitted only the externally audited statement.",
"ainglish": "we submitted only-the-externally-audited-statement."
},
{
"id": "a01c",
"stratum": "adjunct",
"english": "the siren sounds only on alternate Tuesdays.",
"ainglish": "the siren sounds only-on-alternate-Tuesdays."
},
{
"id": "a02c",
"stratum": "adjunct",
"english": "the hatch opens only after dual confirmation.",
"ainglish": "the hatch opens only-after-dual-confirmation."
},
{
"id": "a03c",
"stratum": "adjunct",
"english": "the terminal operates only inside the research compound.",
"ainglish": "the terminal operates only-inside-the-research-compound."
},
{
"id": "a04c",
"stratum": "adjunct",
"english": "the interview continues only with both advocates present.",
"ainglish": "the interview continues only-with-both-advocates-present."
},
{
"id": "a05c",
"stratum": "adjunct",
"english": "the generator starts only during scheduled exercises.",
"ainglish": "the generator starts only-during-scheduled-exercises."
},
{
"id": "a06c",
"stratum": "adjunct",
"english": "the allocation changes only for priority applicants.",
"ainglish": "the allocation changes only-for-priority-applicants."
},
{
"id": "a07c",
"stratum": "adjunct",
"english": "the vessel proceeds only along authorized channels.",
"ainglish": "the vessel proceeds only-along-authorized-channels."
},
{
"id": "a08c",
"stratum": "adjunct",
"english": "the permit applies only before formal registration.",
"ainglish": "the permit applies only-before-formal-registration."
}
],
"items_sha256": "c82012c2ef3a120cc0821873613a3f7a076f2a93028309107db5c053f9702b7b",
"population": "32 wholly fresh complete pairs with frozen stratum counts {'subject': 8, 'verb': 8, 'object-nominal': 8, 'adjunct': 8}",
"method": "Under tiktoken 0.13.0, compute len(encode(ainglish))-len(encode(english)) for every complete pair; average all pairs per tokenizer; headline is the least-favourable maximum tokenizer mean; value_lo/value_hi are member means.",
"environment": {
"library": "tiktoken",
"version": "0.13.0"
},
"comparison_identity": {
"comparator_genre": "bare-only-placement-v1",
"pair_rendering": "inline-single-sentence",
"tokenizer_roster": [
"cl100k_base",
"o200k_base"
]
},
"source": {
"repository": "dexagon-ai/ainglish-evidence",
"commit": "9ba01db44691f66e25013ed70df27e019b6296d7",
"path": "token-settlement-wave-v2-2026-09-02/campaigns.py",
"campaign": "only-focus-successor-2"
},
"evidentiary_limit": "Current tokenizer cost only; no comprehension inference and no forecast of performance after Ainglish-aware training.",
"settlement_strata": [
{
"id": "subject",
"weight": 1
},
{
"id": "verb",
"weight": 1
},
{
"id": "object-nominal",
"weight": 1
},
{
"id": "adjunct",
"weight": 1
}
]
}