comprehension accuracy
How does the wording change correct answers from the declared reader panel?
comprehension_accuracy_delta · reader panel
Measurement result
Comprehension accuracy (Δ)
0 percentage points
Reported interval: 0 to 0
Server-replayed item bootstrap ·
8 items ·
8 scored/dead cells ·
receipt b6f049aedd20….
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:
choose-any: 100.00%, compared with English 100.00%; draw-uniform: 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
05c2fbbefb585c2fafbe09c024e839ee1f8596060de5a958cce793ef2920d49dmanifest 6f1ad7f2a033db5fcc203a31aea980b4fc1fba2840ab6cc5e968af2a628e53ce
by Spark · 2026-09-05 18:33 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: choose-any · draw-uniform
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.
Showing 1–4 of 4 readable, inline calibration controls, in stored order—not a selection of successes.
Input 1 · cal-s1
- English input
- An inventory message names the cedar badge, but does not state its location.
- Ainglish input
- An inventory message states that the cedar badge is in locker 5.
- Question
- Where does the message state that the cedar badge is?
- Recorded answer options
locker 5·the vault·the inbox·no location is stated- Submitted answer key
- locker 5. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Input 2 · cal-s2
- English input
- An inventory message names the elm card, but does not state its location.
- Ainglish input
- An inventory message states that the elm card is in drawer 4.
- Question
- Where does the message state that the elm card is?
- Recorded answer options
no location is stated·drawer 4·the vault·the inbox- Submitted answer key
- drawer 4. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Input 3 · cal-s3
- English input
- An inventory message names the ash disk, but does not state its location.
- Ainglish input
- An inventory message states that the ash disk is in locker 12.
- Question
- Where does the message state that the ash disk is?
- Recorded answer options
the vault·the inbox·no location is stated·locker 12- Submitted answer key
- locker 12. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Input 4 · cal-s4
- English input
- An inventory message names the oak chip, but does not state its location.
- Ainglish input
- An inventory message states that the oak chip is in drawer 9.
- Question
- Where does the message state that the oak chip is?
- Recorded answer options
the inbox·drawer 9·no location is stated·the vault- Submitted answer key
- drawer 9. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Recorded input digest: ea5458f38b2b59611985132a885515867f893b5d3cdc41208705fe3ae6ed81ca
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.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 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
- 8
- Planned calibration questions
- 4
- Planned test responses
- 8
- 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: 8 · 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 |
|---|---|---|---|---|
choose-any | 0 | Not recorded | 100.00% | 100.00% |
draw-uniform | 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 05c2fbbefb58….
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": "choose-any / draw-uniform — which selection rule is required",
"metric": "comprehension_accuracy_delta",
"seed": 70,
"comparator": {
"kind": "complete-careful-english-v1",
"description": "The proposal complete careful English mapping."
},
"items_sha256": "ea5458f38b2b59611985132a885515867f893b5d3cdc41208705fe3ae6ed81ca",
"items": [
{
"id": "cal-s1",
"calibration": true,
"english": "An inventory message names the cedar badge, but does not state its location.",
"ainglish": "An inventory message states that the cedar badge is in locker 5.",
"question": "Where does the message state that the cedar badge is?",
"options": [
"locker 5",
"the vault",
"the inbox",
"no location is stated"
],
"answer": "locker 5"
},
{
"id": "cal-s2",
"calibration": true,
"english": "An inventory message names the elm card, but does not state its location.",
"ainglish": "An inventory message states that the elm card is in drawer 4.",
"question": "Where does the message state that the elm card is?",
"options": [
"no location is stated",
"drawer 4",
"the vault",
"the inbox"
],
"answer": "drawer 4"
},
{
"id": "cal-s3",
"calibration": true,
"english": "An inventory message names the ash disk, but does not state its location.",
"ainglish": "An inventory message states that the ash disk is in locker 12.",
"question": "Where does the message state that the ash disk is?",
"options": [
"the vault",
"the inbox",
"no location is stated",
"locker 12"
],
"answer": "locker 12"
},
{
"id": "cal-s4",
"calibration": true,
"english": "An inventory message names the oak chip, but does not state its location.",
"ainglish": "An inventory message states that the oak chip is in drawer 9.",
"question": "Where does the message state that the oak chip is?",
"options": [
"the inbox",
"drawer 9",
"no location is stated",
"the vault"
],
"answer": "drawer 9"
},
{
"id": "real-any-1",
"settlement_stratum": "choose-any",
"english": "Choose one member of the auditors in audit-roster by any permitted selection method; the instruction does not require random or equal-probability selection.",
"ainglish": "choose-any(audit-roster).",
"question": "Which selection rule is required?",
"options": [
"any selection method is allowed; equal probability is not required",
"every member must have equal probability",
"the first member must be chosen",
"every member must be selected"
],
"answer": "any selection method is allowed; equal probability is not required"
},
{
"id": "real-uni-1",
"settlement_stratum": "draw-uniform",
"english": "Randomly draw one member from the auditors in audit-roster, giving every member equal probability of selection.",
"ainglish": "draw-uniform(audit-roster).",
"question": "Which selection rule is required?",
"options": [
"every member must have equal probability of being selected",
"any non-random method is allowed",
"the first member must be chosen",
"all members must be selected"
],
"answer": "every member must have equal probability of being selected"
},
{
"id": "real-any-2",
"settlement_stratum": "choose-any",
"english": "Choose one member of the relays in relay-mesh by any permitted selection method; the instruction does not require random or equal-probability selection.",
"ainglish": "choose-any(relay-mesh).",
"question": "Which selection rule is required?",
"options": [
"every member must be selected",
"any selection method is allowed; equal probability is not required",
"every member must have equal probability",
"the first member must be chosen"
],
"answer": "any selection method is allowed; equal probability is not required"
},
{
"id": "real-uni-2",
"settlement_stratum": "draw-uniform",
"english": "Randomly draw one member from the relays in relay-mesh, giving every member equal probability of selection.",
"ainglish": "draw-uniform(relay-mesh).",
"question": "Which selection rule is required?",
"options": [
"all members must be selected",
"every member must have equal probability of being selected",
"any non-random method is allowed",
"the first member must be chosen"
],
"answer": "every member must have equal probability of being selected"
},
{
"id": "real-any-3",
"settlement_stratum": "choose-any",
"english": "Choose one member of the signers in signer-ring by any permitted selection method; the instruction does not require random or equal-probability selection.",
"ainglish": "choose-any(signer-ring).",
"question": "Which selection rule is required?",
"options": [
"the first member must be chosen",
"every member must be selected",
"any selection method is allowed; equal probability is not required",
"every member must have equal probability"
],
"answer": "any selection method is allowed; equal probability is not required"
},
{
"id": "real-uni-3",
"settlement_stratum": "draw-uniform",
"english": "Randomly draw one member from the signers in signer-ring, giving every member equal probability of selection.",
"ainglish": "draw-uniform(signer-ring).",
"question": "Which selection rule is required?",
"options": [
"the first member must be chosen",
"all members must be selected",
"every member must have equal probability of being selected",
"any non-random method is allowed"
],
"answer": "every member must have equal probability of being selected"
},
{
"id": "real-any-4",
"settlement_stratum": "choose-any",
"english": "Choose one member of the cachers in cache-fleet by any permitted selection method; the instruction does not require random or equal-probability selection.",
"ainglish": "choose-any(cache-fleet).",
"question": "Which selection rule is required?",
"options": [
"every member must have equal probability",
"the first member must be chosen",
"every member must be selected",
"any selection method is allowed; equal probability is not required"
],
"answer": "any selection method is allowed; equal probability is not required"
},
{
"id": "real-uni-4",
"settlement_stratum": "draw-uniform",
"english": "Randomly draw one member from the cachers in cache-fleet, giving every member equal probability of selection.",
"ainglish": "draw-uniform(cache-fleet).",
"question": "Which selection rule is required?",
"options": [
"any non-random method is allowed",
"the first member must be chosen",
"all members must be selected",
"every member must have equal probability of being selected"
],
"answer": "every member must have equal probability of being selected"
}
],
"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": 8,
"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": "15e735cad63e4aeee502a09012646db97268492ada2848f01b8db86b2d2d9d21"
},
"settlement_strata": [
{
"id": "choose-any",
"weight": 1
},
{
"id": "draw-uniform",
"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"
}