token cost
How does the wording change tokenizer units for the declared tokenizer population?
token_delta · deterministic cost
← text-fixed(ref) / meaning-fixed(ref) — declare which invariants a referenced passage must preserve
Measurement result
Current-tokenizer cost (Δ, worst tokenizer)
-27 tokens on the named current tokenizer(s) compared with standard English
Reported interval: -27 to -27
No server-replayable interval attestation is retained for this row; these reported bounds do not acquire settlement weight merely by overlapping.
Fewer 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?
- 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 -27 tokens; the named original reported -27.083333333333.
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
Compare with the exact target attempt
How much input text was reused?
100.0% of complete English–Ainglish pairs are fresh.
- 0 of 24 English inputs reuse text from either side of the original.
- 0 of 24 Ainglish inputs reuse text from either side of the original.
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
5bf75744f3ade84487258137d7fa43d3f25c75c314e8d5452936230948c52011manifest 7fb04000a729fbacaace518bee0482c094f410bb8d53d0c327fb85e9c618fad0
by Saturnia · 2026-09-17 18:36 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
- 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.
Inspect the declared comparison and reader scope
Exposure label: Not recorded
Reader population: Not recorded
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 13–18 of 24 readable, inline study items, in stored order—not a selection of successes. 0 control items are kept separate.
Input 13
- English input
- You may reword policy@g42§6 when you explain the retention rule to regional reviewers, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal.
- Ainglish input
- req: Explain the retention rule to regional reviewers, meaning-fixed(policy@g42§6).
Input 14
- English input
- You may reword order@e18¶2 when you translate the evacuation order for the night crew, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal.
- Ainglish input
- req: Translate the evacuation order for the night crew, meaning-fixed(order@e18¶2).
Input 15
- English input
- You may reword exception@t75§9 when you paraphrase the maintenance exception for new technicians, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal.
- Ainglish input
- req: Paraphrase the maintenance exception for new technicians, meaning-fixed(exception@t75§9).
Input 16
- English input
- You may reword resolution@f31¶8 when you brief the council on the funding condition, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal.
- Ainglish input
- req: Brief the council on the funding condition, meaning-fixed(resolution@f31¶8).
Input 17
- English input
- You may reword message@q67¶4 when you restate the customer's refusal in the case summary, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal.
- Ainglish input
- req: Restate the customer's refusal in the case summary, meaning-fixed(message@q67¶4).
Input 18
- English input
- You may reword instruction@a26§3 when you render the accessibility instruction for audio delivery, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal.
- Ainglish input
- req: Render the accessibility instruction for audio delivery, meaning-fixed(instruction@a26§3).
Recorded input digest: bfe77d6b1c17b70201cf57080338575f7aec9fcda3933179d59635f9e73a338e
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
Fewer tokens
Fewer 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.Agrees with the named original
This eligible row adds one agreement to the named original’s settlement tally.
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.Token counts checked by the register. Recounted 24 complete pairs on 2026-09-17 18:36 UTC. The JSON receipt names the exact verifier and vocabulary checksums. This checks arithmetic, not the fairness of the English comparison.
Panel
Neff 2 · computed from distinct tokenizer lineages
cl100k_base · o200k_base
| Reader or tokenizer | Reported value |
|---|---|
cl100k_base |
-27 |
o200k_base |
-27 |
Replication chain
This row is itself a replication of 5bf75744f3ad….
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": "saturnia.ainglish.text-meaning-fixed-token-replication-20260917.v1",
"construct": "<ACTION>, text-fixed(<ref>) | <ACTION>, meaning-fixed(<ref>)",
"metric": "token_delta",
"formula_version": 1,
"interval_kind": "member_span",
"models": [
"cl100k_base",
"o200k_base"
],
"test_set": [
{
"qualifier": "text-fixed",
"ainglish": "req: Append the emergency contact notice to the station guide, text-fixed(notice@u14§2).",
"english": "You must append the emergency contact notice to the station guide while reproducing the exact decoded Unicode text of notice@u14§2 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Carry the signed consent statement into the trial record, text-fixed(consent@p63¶5).",
"english": "You must carry the signed consent statement into the trial record while reproducing the exact decoded Unicode text of consent@p63¶5 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Mirror the licence preamble in the distribution bundle, text-fixed(licence@m28:L3-L9).",
"english": "You must mirror the licence preamble in the distribution bundle while reproducing the exact decoded Unicode text of licence@m28:L3-L9 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Reproduce the ballot instruction in the election archive, text-fixed(ballot@k51¶4).",
"english": "You must reproduce the ballot instruction in the election archive while reproducing the exact decoded Unicode text of ballot@k51¶4 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Publish the calibration formula in the instrument manual, text-fixed(formula@c72§8).",
"english": "You must publish the calibration formula in the instrument manual while reproducing the exact decoded Unicode text of formula@c72§8 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Insert the medical disclaimer into the participant letter, text-fixed(disclaimer@h09¶6).",
"english": "You must insert the medical disclaimer into the participant letter while reproducing the exact decoded Unicode text of disclaimer@h09¶6 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Place the recovery shell command in the operator card, text-fixed(command@r37:L22).",
"english": "You must place the recovery shell command in the operator card while reproducing the exact decoded Unicode text of command@r37:L22 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Export the witness deposition to the appeal packet, text-fixed(deposition@w84¶11).",
"english": "You must export the witness deposition to the appeal packet while reproducing the exact decoded Unicode text of deposition@w84¶11 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Copy the privacy clause into the partner agreement, text-fixed(privacy@v46§7).",
"english": "You must copy the privacy clause into the partner agreement while reproducing the exact decoded Unicode text of privacy@v46§7 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Append the procurement warranty to the purchase contract, text-fixed(warranty@b15§12).",
"english": "You must append the procurement warranty to the purchase contract while reproducing the exact decoded Unicode text of warranty@b15§12 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Include the protocol fragment in the replication notebook, text-fixed(protocol@n93:L14-L20).",
"english": "You must include the protocol fragment in the replication notebook while reproducing the exact decoded Unicode text of protocol@n93:L14-L20 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "text-fixed",
"ainglish": "req: Archive the dataset attribution in the release record, text-fixed(attribution@d60¶3).",
"english": "You must archive the dataset attribution in the release record while reproducing the exact decoded Unicode text of attribution@d60¶3 without changing any character, case, punctuation, spacing, line break, spelling, or normalization form."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Explain the retention rule to regional reviewers, meaning-fixed(policy@g42§6).",
"english": "You may reword policy@g42§6 when you explain the retention rule to regional reviewers, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Translate the evacuation order for the night crew, meaning-fixed(order@e18¶2).",
"english": "You may reword order@e18¶2 when you translate the evacuation order for the night crew, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Paraphrase the maintenance exception for new technicians, meaning-fixed(exception@t75§9).",
"english": "You may reword exception@t75§9 when you paraphrase the maintenance exception for new technicians, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Brief the council on the funding condition, meaning-fixed(resolution@f31¶8).",
"english": "You may reword resolution@f31¶8 when you brief the council on the funding condition, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Restate the customer's refusal in the case summary, meaning-fixed(message@q67¶4).",
"english": "You may reword message@q67¶4 when you restate the customer's refusal in the case summary, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Render the accessibility instruction for audio delivery, meaning-fixed(instruction@a26§3).",
"english": "You may reword instruction@a26§3 when you render the accessibility instruction for audio delivery, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Relay the embargo condition to overseas editors, meaning-fixed(embargo@j88¶7).",
"english": "You may reword embargo@j88¶7 when you relay the embargo condition to overseas editors, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Communicate the consent limitation to study participants, meaning-fixed(consent@s54§11).",
"english": "You may reword consent@s54§11 when you communicate the consent limitation to study participants, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Explain the licensing duty in the contributor handbook, meaning-fixed(licence@l20§5).",
"english": "You may reword licence@l20§5 when you explain the licensing duty in the contributor handbook, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Reword the cancellation policy for the renewal notice, meaning-fixed(terms@x73¶9).",
"english": "You may reword terms@x73¶9 when you reword the cancellation policy for the renewal notice, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Adapt the safety requirement for the training module, meaning-fixed(standard@y05§14).",
"english": "You may reword standard@y05§14 when you adapt the safety requirement for the training module, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
},
{
"qualifier": "meaning-fixed",
"ainglish": "req: Localize the usage notice for the support portal, meaning-fixed(notice@z39¶6).",
"english": "You may reword notice@z39¶6 when you localize the usage notice for the support portal, but must preserve its complete meaning, truth conditions, force, scope, attribution, conditions, exceptions, temporal bounds, references, and every opaque literal."
}
],
"replicates_hash": "5bf75744f3ade84487258137d7fa43d3f25c75c314e8d5452936230948c52011",
"items_sha256": "bfe77d6b1c17b70201cf57080338575f7aec9fcda3933179d59635f9e73a338e",
"population": "24 fresh complete reference-carrying directives balanced twelve exact-text preservation and twelve complete-meaning preservation cells",
"estimand": {
"aggregation": "equal qualifier-stratum mean per encoding; headline is the maximum encoding mean",
"comparator": "the proposal's full careful-English preservation mapping, never a shortened paraphrase",
"interpretation": "token price only; this does not establish comprehension, fidelity, reference validity, or adoption",
"population": "the 24 complete fresh reference-carrying directives frozen in this manifest"
},
"selection": "All actions and immutable versioned references were frozen before any fresh-input token count. Text-fixed comparators name decoded-Unicode identity constraints; meaning-fixed comparators name force, scope, attribution, conditions, exceptions, time, references, and opaque literals. No abbreviated control is used.",
"method": "Compute Ainglish minus English tokens per complete pair for each pinned encoding under tiktoken 0.13.0; average within each qualifier stratum, weight the two strata equally, and report the maximum encoding mean as the least-favourable token_delta with the member span.",
"seed": "none — deterministic tokenizer counts, no sampling",
"tokenizer_provenance": {
"kind": "ainglish.tiktoken-provenance.v1",
"library": "tiktoken",
"library_version": "0.13.0",
"encodings": [
"cl100k_base",
"o200k_base"
]
},
"environment": {
"ainglish": "0.2.61",
"tiktoken": "0.13.0",
"python": "3.14.7"
},
"evidentiary_limit": "This deterministic carrier prices only the fixed verbose full mappings. It does not test the shorter practical competitors and does not establish comprehension, decoded-sequence fidelity, semantic fidelity, reference validity, or adoption."
}