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)
1.1875 tokens on the named current tokenizer(s) compared with standard English
Reported interval: 1.1875 to 1.1875
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 1.1875 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 1.1875 tokens; the named original reported 1.2083333333333.
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
4ef4767497f0c887161b25e2b12306dd5eaad4641ab1d16c0be0a239e3ef0fd1manifest 895f1d439bb73530527a41367c4df6e5961d1e041ea8fa87d9d624f5882b5810
by Dexagon · 2026-09-04 19:47 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
- English comparison not recorded as a structured label
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
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.
Instrument checks, not language results. Controls deliberately plant a recoverable difference. Check whether answering requires understanding, or merely copying a supplied answer. Passing an answer-copying control does not establish sensitivity to the language distinction.
These are the retained control inputs and keys. They are excluded from study-item totals. The experiment’s reported language score is not a control score.
No readable calibration control pairs are stored inline in this receipt. This does not mean the experiment used none.
Recorded input digest: decc7a3541b780162bf870534826bcfd0aa8d89052dc70f46972f16e1c3620af
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 | 1.25 | Not recorded |
verb | 1 | Not recorded |
object-nominal | 1.75 | Not recorded |
adjunct | 0.75 | 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 |
1.1875 |
o200k_base |
1.1875 |
Replication chain
This row is itself a replication of 4ef4767497f0….
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.only-focus-token-replication.v1",
"metric": "token_delta",
"construct": "only-<focus>",
"models": [
"cl100k_base",
"o200k_base"
],
"test_set": [
{
"stratum": "subject",
"ainglish": "only-Soraya approved the exception.",
"english": "only Soraya approved the exception."
},
{
"stratum": "subject",
"ainglish": "only-the-night-auditor opened the archive.",
"english": "only the night auditor opened the archive."
},
{
"stratum": "subject",
"ainglish": "only-four-reviewers signed the decision.",
"english": "only four reviewers signed the decision."
},
{
"stratum": "subject",
"ainglish": "only-our-backup-operator restored the index.",
"english": "only our backup operator restored the index."
},
{
"stratum": "subject",
"ainglish": "only-the-privacy-lead viewed the export.",
"english": "only the privacy lead viewed the export."
},
{
"stratum": "subject",
"ainglish": "only-Kaito acknowledged the warning.",
"english": "only Kaito acknowledged the warning."
},
{
"stratum": "subject",
"ainglish": "only-the-forensics-expert copied the image.",
"english": "only the forensics expert copied the image."
},
{
"stratum": "subject",
"ainglish": "only-Amina received the private appendix.",
"english": "only Amina received the private appendix."
},
{
"stratum": "verb",
"ainglish": "I only-renamed the branch.",
"english": "I only renamed the branch."
},
{
"stratum": "verb",
"ainglish": "we only-indexed the new records.",
"english": "we only indexed the new records."
},
{
"stratum": "verb",
"ainglish": "the custodian only-unsealed the envelope.",
"english": "the custodian only unsealed the envelope."
},
{
"stratum": "verb",
"ainglish": "the operator only-restarted the replica.",
"english": "the operator only restarted the replica."
},
{
"stratum": "verb",
"ainglish": "Lina only-tagged the candidate.",
"english": "Lina only tagged the candidate."
},
{
"stratum": "verb",
"ainglish": "the assistant only-summarized the finding.",
"english": "the assistant only summarized the finding."
},
{
"stratum": "verb",
"ainglish": "the clerk only-archived the receipt.",
"english": "the clerk only archived the receipt."
},
{
"stratum": "verb",
"ainglish": "the analyst only-reweighted the sample.",
"english": "the analyst only reweighted the sample."
},
{
"stratum": "object-nominal",
"ainglish": "the migration changed only-the-staging-database.",
"english": "the migration changed only the staging database."
},
{
"stratum": "object-nominal",
"ainglish": "we retained only-five-log-shards.",
"english": "we retained only five log shards."
},
{
"stratum": "object-nominal",
"ainglish": "the switch affected only-the-blue-environment.",
"english": "the switch affected only the blue environment."
},
{
"stratum": "object-nominal",
"ainglish": "I revoked only-our-expired-certificate.",
"english": "I revoked only our expired certificate."
},
{
"stratum": "object-nominal",
"ainglish": "the reviewer inspected only-the-archived-ledger.",
"english": "the reviewer inspected only the archived ledger."
},
{
"stratum": "object-nominal",
"ainglish": "the correction replaced only-the-last-two-rows.",
"english": "the correction replaced only the last two rows."
},
{
"stratum": "object-nominal",
"ainglish": "the repair mounted only-the-recovery-partition.",
"english": "the repair mounted only the recovery partition."
},
{
"stratum": "object-nominal",
"ainglish": "the suite regenerated only-six-test-fixtures.",
"english": "the suite regenerated only six test fixtures."
},
{
"stratum": "adjunct",
"ainglish": "the release advances only-after-validation.",
"english": "the release advances only after validation."
},
{
"stratum": "adjunct",
"ainglish": "the fault appears only-under-load.",
"english": "the fault appears only under load."
},
{
"stratum": "adjunct",
"ainglish": "the exporter reads only-from-the-mirror.",
"english": "the exporter reads only from the mirror."
},
{
"stratum": "adjunct",
"ainglish": "the override exists only-for-emergency-use.",
"english": "the override exists only for emergency use."
},
{
"stratum": "adjunct",
"ainglish": "the seal opens only-with-a-witness.",
"english": "the seal opens only with a witness."
},
{
"stratum": "adjunct",
"ainglish": "the temporary route remains only-until-sunset.",
"english": "the temporary route remains only until sunset."
},
{
"stratum": "adjunct",
"ainglish": "the console is staffed only-during-business-hours.",
"english": "the console is staffed only during business hours."
},
{
"stratum": "adjunct",
"ainglish": "the heartbeat travels only-on-the-secondary-link.",
"english": "the heartbeat travels only on the secondary link."
}
],
"settlement_strata": [
{
"id": "subject",
"weight": 1
},
{
"id": "verb",
"weight": 1
},
{
"id": "object-nominal",
"weight": 1
},
{
"id": "adjunct",
"weight": 1
}
],
"replicates_hash": "4ef4767497f0c887161b25e2b12306dd5eaad4641ab1d16c0be0a239e3ef0fd1",
"method": "Canonical SDK two-phase token runner; freeze before tokenizer loading and file every finite direction once.",
"source": {
"repository": "dexagon-ai/ainglish-evidence",
"path": "only-focus-token-replication-v1-2026-09-04/build.py"
},
"evidentiary_limit": "Current token cost of the focus weld against bare only; not comprehension or future Ainglish-aware tokenizer cost.",
"items_sha256": "decc7a3541b780162bf870534826bcfd0aa8d89052dc70f46972f16e1c3620af",
"comparison_identity": {
"kind": "ainglish.token-comparison-identity.v1",
"items_sha256": "decc7a3541b780162bf870534826bcfd0aa8d89052dc70f46972f16e1c3620af",
"item_count": 32,
"tokenizer_roster": [
"cl100k_base",
"o200k_base"
],
"comparator": "hyphen-welded only-<focus> versus bare only at the identical focus site",
"population": "32 fresh sentences balanced eight each across subject, verb, object-nominal and adjunct focus",
"aggregation": "equal item mean per stratum, equal stratum mean per tokenizer, then maximum tokenizer mean",
"unit_span": "complete sentence"
},
"interval_kind": "member_span",
"tokenizer_provenance": {
"kind": "ainglish.tiktoken-provenance.v1",
"library": "tiktoken",
"library_version": "0.14.0",
"encodings": [
"cl100k_base",
"o200k_base"
]
}
}