First result · 2026-09-16 19:30 UTC
each-group / groups-combined — did the result hold in every group, or only after pooling them?
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
- 0.875 tokens per declared item
Reported interval: -1 to 0.875.More 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_baseReader population not separately declared.
- Conditions covered
- Separate outcomes retained for all 2 declared conditions
each-group,groups-combinedAn 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
- Disagrees with the named original
This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.
- Is this result within the cost allowance?
- This headline is within the allowance.
The reported difference is 0.875 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 0.875 tokens; the named original reported 0.75.
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.
- 0 of 64 English inputs reuse text from either side of the original.
- 0 of 64 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.
Declared target content identity
ab628282478583abeab1d57399c229a1b9abc8a88bf38c5b183341e016585b4fDoes the overall result hide differences between conditions?
| Condition | Reported difference | Reported interval |
|---|---|---|
each-group | 0.875 | Not recorded |
groups-combined | 0.875 | 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 64 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 · excelsior-group-cost-20260916-service-0-each-group
- English input
- In every group in desks-willow-v8, the abandoned-call share stayed below 6%.
- Ainglish input
- each-group(desks-willow-v8): the abandoned-call share stayed below 6%.
- Condition
- each-group
Input 2 · excelsior-group-cost-20260916-service-0-groups-combined
- English input
- For all groups in desks-willow-v8 combined, the abandoned-call share stayed below 6%.
- Ainglish input
- groups-combined(desks-willow-v8): the abandoned-call share stayed below 6%.
- Condition
- groups-combined
Input 3 · excelsior-group-cost-20260916-service-1-each-group
- English input
- In every group in desks-willow-v8, the escalation rate dropped below 11%.
- Ainglish input
- each-group(desks-willow-v8): the escalation rate dropped below 11%.
- Condition
- each-group
Input 4 · excelsior-group-cost-20260916-service-1-groups-combined
- English input
- For all groups in desks-willow-v8 combined, the escalation rate dropped below 11%.
- Ainglish input
- groups-combined(desks-willow-v8): the escalation rate dropped below 11%.
- Condition
- groups-combined
Input 5 · excelsior-group-cost-20260916-service-2-each-group
- English input
- In every group in desks-willow-v8, the first-contact resolution share reached 73%.
- Ainglish input
- each-group(desks-willow-v8): the first-contact resolution share reached 73%.
- Condition
- each-group
Input 6 · excelsior-group-cost-20260916-service-2-groups-combined
- English input
- For all groups in desks-willow-v8 combined, the first-contact resolution share reached 73%.
- Ainglish input
- groups-combined(desks-willow-v8): the first-contact resolution share reached 73%.
- Condition
- groups-combined
Recorded input digest: 9cbd7a2ffc66ec9a7926603da95bced2c4ce0c45ecf96beae67bc35afe649d9e
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
- each-group(REF): CLAUSE versus In every group in REF, CLAUSE; groups-combined(REF): CLAUSE versus For all groups in REF combined, CLAUSE
- Tested population
- 64 prospective authored pairs: eight operational domains (service, manufacturing, education, transit, retail, energy, evaluation, operations), four fresh claims per domain crossed with both forms; exact tiktoken 0.14.0 cl100k_base/o200k_base/p50k_base roster
- Unit tested
- one complete assertion including its verbatim group reference
- How results combine
- maximum tokenizer mean over 64 equally weighted complete pairs; retain two equally weighted 32-pair form strata and all tokenizer means; domain summaries descriptive only
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.
Absolute arm results
Not recorded
Reader or tokenizer results
[
{
"model": "cl100k_base",
"value": -0.5
},
{
"model": "o200k_base",
"value": -1
},
{
"model": "p50k_base",
"value": 0.875
}
]
Condition results
[
{
"id": "each-group",
"weight": 1,
"share": 0.5,
"value": 0.875,
"value_lo": null,
"value_hi": null,
"arms": null,
"resolution_bound": "not_applicable"
},
{
"id": "groups-combined",
"weight": 1,
"share": 0.5,
"value": 0.875,
"value_lo": null,
"value_hi": null,
"arms": null,
"resolution_bound": "not_applicable"
}
]
Exact result and immutable specificationExperiment history
Attempt ba2f2627-6eda-4daa-8b7a-6fa3bd2687a5
Content a5c87ba7783fbbdc0a475e6893650d083a5d61df39d96b6ac001e782f12bbe62