comprehension accuracy
How does the wording change correct answers from the declared reader panel?
comprehension_accuracy_delta · reader panel
← among-others / and-no-others — is the list the whole list?
Measurement result
Comprehension accuracy (Δ)
0 percentage points
Reported interval: 0 to 0
Server-replayed item bootstrap ·
6 items ·
6 scored/dead cells ·
receipt bd25b4acb93c….
The complete attestation is in the JSON record.
The result does not clearly fall on either side of this metric's neutral point.
Protocol key comprehension_accuracy_delta · Δ accuracy, pp
Understanding, not just improvement
- English comparison
- 100.00%
100.00% - Ainglish version
- 100.00%
100.00%
These are reported test-item accuracies with any declared condition weights applied, not calibration scores. A positive difference can still hide a poorly understood distinction.
Lowest recorded Ainglish condition:
among-others: 100.00%, compared with English 100.00%; and-no-others: 100.00%, compared with English 100.00%.
Current evidence step: Re-read the target original and proposal because this filing may have changed their current settlement or lifecycle route.
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?
Complete-pair freshness is not available for this receipt.
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
fb5835e0a0ebfa02d06c8ab49868083808ccdb82596b6642113ee8de78bc2bd4manifest 895db45af0bdca7dafbc152ef7f34a6ef62e261d6d097e5885d3bfedef3fce52
by Spark · 2026-09-05 11:36 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
- Complete, careful English
Declared by the submitter; not a certification that the two inputs preserve the same information.
- Reader exposure
- Reader exposure not recorded as a structured label. A visible reference is not training the model’s weights; future Ainglish-trained performance remains unmeasured.
- Condition coverage
- Separate outcomes retained for all 2 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: complete-careful-english-v1
The proposal complete careful English mapping.
Exposure label: Not recorded
Reader population: Not recorded
Conditions: among-others · and-no-others
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 1–6 of 6 readable, inline study items, in stored order—not a selection of successes. 4 control items are kept separate.
Input 5 · real-among-1401
- English input
- Notice 1401. The firewall profile permits tcp-1401 and udp-1401; the list is not claimed complete, and no claim is made either way about unlisted same-kind transport protocols.
- Ainglish input
- Notice 1401. The firewall profile permits tcp-1401, udp-1401, among-others.
- Question
- What does the notice claim about whether sctp-1401, an unlisted same-kind transport protocol, is accepted?
- Recorded answer options
claimed included·claimed excluded·not claimed either way- Submitted answer key
- not claimed either way. This is the supplied key, not an independent validation of it.
- Condition
- among-others
Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.
spark-zen-13-minimal· English: matched the submitted key.
Input 6 · real-no-others-1402
- English input
- Notice 1402. The cipher policy allows aes-1402 and chacha-1402 and claims this is the complete same-kind list in scope; every unlisted cipher suite is excluded.
- Ainglish input
- Notice 1402. The cipher policy allows aes-1402, chacha-1402, and-no-others.
- Question
- What does the notice claim about whether camellia-1402, an unlisted same-kind cipher suite, is accepted?
- Recorded answer options
claimed excluded·not claimed either way·claimed included- Submitted answer key
- claimed excluded. This is the supplied key, not an independent validation of it.
- Condition
- and-no-others
Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.
spark-zen-13-minimal· English: matched the submitted key.
Input 7 · real-no-others-1404
- English input
- Notice 1404. The image allowlist carries base-1404 and slim-1404 and claims this is the complete same-kind list in scope; every unlisted container image is excluded.
- Ainglish input
- Notice 1404. The image allowlist carries base-1404, slim-1404, and-no-others.
- Question
- What does the notice claim about whether alpine-1404, an unlisted same-kind container image, is accepted?
- Recorded answer options
claimed included·claimed excluded·not claimed either way- Submitted answer key
- claimed excluded. This is the supplied key, not an independent validation of it.
- Condition
- and-no-others
Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.
spark-zen-13-minimal· English: matched the submitted key.
Input 8 · real-among-1405
- English input
- Notice 1405. The port map opens 443-1405 and 8443-1405; the list is not claimed complete, and no claim is made either way about unlisted same-kind port numbers.
- Ainglish input
- Notice 1405. The port map opens 443-1405, 8443-1405, among-others.
- Question
- What does the notice claim about whether 9443-1405, an unlisted same-kind port number, is accepted?
- Recorded answer options
claimed excluded·not claimed either way·claimed included- Submitted answer key
- not claimed either way. This is the supplied key, not an independent validation of it.
- Condition
- among-others
Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.
spark-zen-13-minimal· Ainglish: matched the submitted key.
Input 9 · real-no-others-1406
- English input
- Notice 1406. The locale bundle ships en-1406 and de-1406 and claims this is the complete same-kind list in scope; every unlisted locale pack is excluded.
- Ainglish input
- Notice 1406. The locale bundle ships en-1406, de-1406, and-no-others.
- Question
- What does the notice claim about whether fr-1406, an unlisted same-kind locale pack, is accepted?
- Recorded answer options
not claimed either way·claimed included·claimed excluded- Submitted answer key
- claimed excluded. This is the supplied key, not an independent validation of it.
- Condition
- and-no-others
Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.
spark-zen-13-minimal· English: matched the submitted key.
Input 10 · real-no-others-1408
- English input
- Notice 1408. The audit scope includes auth-1408 and billing-1408 and claims this is the complete same-kind list in scope; every unlisted log stream is excluded.
- Ainglish input
- Notice 1408. The audit scope includes auth-1408, billing-1408, and-no-others.
- Question
- What does the notice claim about whether cache-1408, an unlisted same-kind log stream, is accepted?
- Recorded answer options
claimed excluded·not claimed either way·claimed included- Submitted answer key
- claimed excluded. This is the supplied key, not an independent validation of it.
- Condition
- and-no-others
Filed correctness against that key (up to 12 reader/arm cells). These flags are not the reader’s verbatim output.
spark-zen-13-minimal· Ainglish: matched the submitted key.
Recorded input digest: 0a409f59ec4e3d9f7e7d224563dc5889fbf290e7adebef91b2bcfe394bb36cbe
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
Neutral
The value is neutral or does not resolve the registered direction.
A reader-panel result does not establish token savings or performance for models outside its declared population.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 result applies to the declared reader population and exposure conditions. Models outside that population, including future Ainglish-trained models, remain unmeasured.What was tested, and how much?
Test questions measure the language claim. Calibration questions check the instrument; they are not extra evidence for that claim.
- Planned test questions
- 6
- Planned calibration questions
- 4
- Planned test responses
- 6
- Planned calibration responses
- 8
Separate scored test-response counts are not available in this view. Planned counts are not a substitute for completed responses.
Repeated questions and multiple readers do not automatically create independent observations. Use the study’s sampling and uncertainty method, not a pooled response count, to judge precision.
Reported transport: faults 0; truncated responses 0. Missing or conflicting receipts do not mean zero.
Ceiling caution: the English comparator reached the top of the recorded scale. A tie or a zero-width reported interval does not establish population equivalence or a language benefit.
Uncertainty and sample
Reported item-bootstrap interval: 0 to 0 percentage points.
This interval concerns the difference, not separate uncertainty bounds for either accuracy. It does not measure uncertainty across humans or future models.
At least one declared condition is resolution-limited. The overall interval does not settle every condition.
Real cases: 6 · Named readers: 1. These are different units; multiple answers to one case are not new cases.
Does the overall result hide differences between conditions?
| Condition | Reported difference | Reported interval | English accuracy | Ainglish accuracy |
|---|---|---|---|---|
among-others | 0 | Not recorded | 100.00% | 100.00% |
and-no-others | 0 | Not recorded | 100.00% | 100.00% |
A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.
Panel
Neff 1 · declared reader count; reader independence is not server-validated
spark-zen-13-minimal
no per-member results declared — divergence structure NOT COMPUTED (aggregate only)
Replication chain
This row is itself a replication of fb5835e0a0eb….
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.
{
"construct": "among-others / and-no-others — is the list the whole list",
"metric": "comprehension_accuracy_delta",
"seed": 66,
"comparator": {
"kind": "complete-careful-english-v1",
"description": "The proposal complete careful English mapping."
},
"items_sha256": "0a409f59ec4e3d9f7e7d224563dc5889fbf290e7adebef91b2bcfe394bb36cbe",
"items": [
{
"id": "cal-n1",
"calibration": true,
"english": "The note mentions parcel-control-among-rep-1 but does not state a bay.",
"ainglish": "The note states that parcel-control-among-rep-1 is in bay 2.",
"question": "Which bay does the note state for parcel-control-among-rep-1?",
"options": [
"bay 2",
"bay 6",
"not stated"
],
"answer": "bay 2"
},
{
"id": "cal-n2",
"calibration": true,
"english": "The note mentions parcel-control-among-rep-2 but does not state a bay.",
"ainglish": "The note states that parcel-control-among-rep-2 is in bay 7.",
"question": "Which bay does the note state for parcel-control-among-rep-2?",
"options": [
"not stated",
"bay 7",
"bay 6"
],
"answer": "bay 7"
},
{
"id": "cal-n3",
"calibration": true,
"english": "The note mentions parcel-control-among-rep-3 but does not state a bay.",
"ainglish": "The note states that parcel-control-among-rep-3 is in bay 5.",
"question": "Which bay does the note state for parcel-control-among-rep-3?",
"options": [
"bay 6",
"not stated",
"bay 5"
],
"answer": "bay 5"
},
{
"id": "cal-n4",
"calibration": true,
"english": "The note mentions parcel-control-among-rep-4 but does not state a bay.",
"ainglish": "The note states that parcel-control-among-rep-4 is in bay 11.",
"question": "Which bay does the note state for parcel-control-among-rep-4?",
"options": [
"bay 11",
"bay 6",
"not stated"
],
"answer": "bay 11"
},
{
"id": "real-among-1401",
"english": "Notice 1401. The firewall profile permits tcp-1401 and udp-1401; the list is not claimed complete, and no claim is made either way about unlisted same-kind transport protocols.",
"ainglish": "Notice 1401. The firewall profile permits tcp-1401, udp-1401, among-others.",
"question": "What does the notice claim about whether sctp-1401, an unlisted same-kind transport protocol, is accepted?",
"options": [
"claimed included",
"claimed excluded",
"not claimed either way"
],
"answer": "not claimed either way",
"settlement_stratum": "among-others"
},
{
"id": "real-no-others-1402",
"english": "Notice 1402. The cipher policy allows aes-1402 and chacha-1402 and claims this is the complete same-kind list in scope; every unlisted cipher suite is excluded.",
"ainglish": "Notice 1402. The cipher policy allows aes-1402, chacha-1402, and-no-others.",
"question": "What does the notice claim about whether camellia-1402, an unlisted same-kind cipher suite, is accepted?",
"options": [
"claimed excluded",
"not claimed either way",
"claimed included"
],
"answer": "claimed excluded",
"settlement_stratum": "and-no-others"
},
{
"id": "real-no-others-1404",
"english": "Notice 1404. The image allowlist carries base-1404 and slim-1404 and claims this is the complete same-kind list in scope; every unlisted container image is excluded.",
"ainglish": "Notice 1404. The image allowlist carries base-1404, slim-1404, and-no-others.",
"question": "What does the notice claim about whether alpine-1404, an unlisted same-kind container image, is accepted?",
"options": [
"claimed included",
"claimed excluded",
"not claimed either way"
],
"answer": "claimed excluded",
"settlement_stratum": "and-no-others"
},
{
"id": "real-among-1405",
"english": "Notice 1405. The port map opens 443-1405 and 8443-1405; the list is not claimed complete, and no claim is made either way about unlisted same-kind port numbers.",
"ainglish": "Notice 1405. The port map opens 443-1405, 8443-1405, among-others.",
"question": "What does the notice claim about whether 9443-1405, an unlisted same-kind port number, is accepted?",
"options": [
"claimed excluded",
"not claimed either way",
"claimed included"
],
"answer": "not claimed either way",
"settlement_stratum": "among-others"
},
{
"id": "real-no-others-1406",
"english": "Notice 1406. The locale bundle ships en-1406 and de-1406 and claims this is the complete same-kind list in scope; every unlisted locale pack is excluded.",
"ainglish": "Notice 1406. The locale bundle ships en-1406, de-1406, and-no-others.",
"question": "What does the notice claim about whether fr-1406, an unlisted same-kind locale pack, is accepted?",
"options": [
"not claimed either way",
"claimed included",
"claimed excluded"
],
"answer": "claimed excluded",
"settlement_stratum": "and-no-others"
},
{
"id": "real-no-others-1408",
"english": "Notice 1408. The audit scope includes auth-1408 and billing-1408 and claims this is the complete same-kind list in scope; every unlisted log stream is excluded.",
"ainglish": "Notice 1408. The audit scope includes auth-1408, billing-1408, and-no-others.",
"question": "What does the notice claim about whether cache-1408, an unlisted same-kind log stream, is accepted?",
"options": [
"claimed excluded",
"not claimed either way",
"claimed included"
],
"answer": "claimed excluded",
"settlement_stratum": "and-no-others"
}
],
"models": [
"spark-zen-13-minimal"
],
"readers": [
{
"name": "spark-zen-13-minimal",
"provider": "opencode-zen",
"model": "muse-spark-1.3-contributor-free",
"api": "responses",
"base_url": "https://opencode.ai/zen/v1",
"model_digest": null,
"digest_source": "provider-opaque",
"instrument_preparation": {
"entry_point": "prepare_reader_instruments",
"binding": "provider-opaque"
},
"answer_protocol": "opaque-choice-v1",
"max_tokens": 1024,
"timeout_s": 120,
"temperature": null,
"seed": "provider-default",
"top_p": "provider-default",
"top_k": "provider-default",
"num_ctx": "provider-default",
"reasoning_effort": "minimal"
}
],
"instrument_preparation": {
"entry_point": "prepare_reader_instruments",
"binding": [
{
"reader": "spark-zen-13-minimal",
"digest_source": "provider-opaque"
}
]
},
"item_counts": {
"real": 6,
"calibration": 4
},
"interval_kind": "bootstrap_items",
"interval_estimator": {
"kind": "ainglish.panel.bootstrap-items-attestation.v1",
"algorithm": "sha256-counter-modulo-v1",
"draws": 2000,
"sampling_unit": "item",
"quantiles": [
"0.025",
"0.975"
],
"items_index_sha256": "cd051f5b18881de4d7a0266f43d2cf1cdd8e9ffe48af369a0b5027cb9eca5033"
},
"settlement_strata": [
{
"id": "among-others",
"weight": 1
},
{
"id": "and-no-others",
"weight": 1
}
],
"settlement_item_field": "settlement_stratum",
"settlement_rule": "manifest-weighted arms and value; every stratum load-bearing",
"calibration": {
"planted_arm": "ainglish",
"min_gap": 0.125,
"min_recovered": 0.5,
"rule": "headroom-relative-v1",
"ordering": "calibration-first",
"arm_exposure": "both-arms-per-reader-item",
"cells": 8
},
"difficulty": {
"annotated": false
},
"harness": "ainglish-panel/0.2.51",
"transport": {
"spark-zen-13-minimal": {
"max_tokens": 1024,
"timeout_s": 120,
"temperature": null,
"seed": "provider-default",
"top_p": "provider-default",
"top_k": "provider-default",
"num_ctx": "provider-default",
"reasoning_effort": "minimal"
}
},
"concurrency": {
"max_in_flight": 1,
"per_reader_max_in_flight": {
"spark-zen-13-minimal": 1
},
"result_order": "deterministic-plan-order",
"calibration_barrier": true,
"automatic_retries": false
},
"transport_faults": {
"total": 0,
"retried": false,
"per_cell": []
},
"transport_truncations": {
"total": 0,
"per_reader_cell": [],
"by_cell": {
"english": 0,
"ainglish": 0
},
"imbalanced_across_cells": false
},
"protocol": "panel.py counterbalanced real arms + both-arms-per-reader-item planted-effect calibration gate"
}