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Graded 17 October 2026

Can PDF to Quiz create a question that tests a user's stated learning goal?

PDF to Quiz generated a question on the learning goal with enough answer guidance to judge a response. It asks learners to explain lamp failures in series and parallel circuits, and supplies an accurate model answer.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above is based on this test case.

An open-ended question for a stated learning goalPassEvidence
What we sent
InputDocument (PDF)
Input PDF: the electric-circuits chapter explaining series, parallel and failed lamps
Open the PDF ↗
ConfigurationScreenshot
Screenshot: long-form generation with hard difficulty and supplementary questions turned off
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What the tool returned

Long Form quiz question Compare the behavior of lamps connected in series and in parallel when one lamp fails. Explain why the failed lamp is easy or difficult to identify in each arrangement, and discuss how current and potential difference account for the difference. Correct Answer for the quiz question In a parallel arrangement, each lamp is on its own branch, so a failure in one branch interrupts current only in that branch. Other branches remain complete, allowing their lamps to continue operating normally.

Transcribed from Proof 1 · Screen recording at 3:24

Expected vs. Found
✓Expected: Chapter-based explanation of why failed lamps are easy or hard to locate in series versus parallel circuits, with accurate answer guidance covering three parallel-branch points.Found: The answer’s parallel-circuit passage first places each lamp on its own branch and limits current interruption to the failed branch; next, other branches remain complete and their lamps keep working.
Supporting proof
Proof 1Screen recording
Screen recording: the generated lamp-failure explanation question and its model answer
Key moments
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Proof 2Screenshot
Screenshot: all ten chapter pages selected for generation
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Proof 3Screenshot
Screenshot: the generated quiz’s start screen with 50 long-form questions
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Why this result

The explanation question and accurate model answer meet the requirement, which does not depend on targeted instructions. Only one of the 50 generated questions, and its answer block, is transcribed here. Generation used uploaded chapter pages and quiz options; the product has no field for typing a learning goal.

Also observed in this test case

Recall and repetition. The question asking learners to define the ampere partly tests recall rather than explanation. A few questions in the 50-question quiz repeat.

Paid plan requirement. Generating long-form questions required the Pro plan.

Tested by Anshika Gupta · evidence dated 8 October 2026

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
PDF to Quiz
Build or version
Not exposed by the hosted product
Surface
Web app
Set up before the run
The Foundation Science 8 electric-circuits chapter was uploaded for open-ended generation. The learning goal was to explain why a failed lamp is easy or hard to locate in series versus parallel circuits.
Quiz type
Long Form
Difficulty
Hard
AI supplement questions
off
Page selection
all 10 pages
Tested
8 October 2026 · Anshika Gupta

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the test case's result says which one and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the test case's result says what's missing.

Where this sits in the benchmark

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History of this result

What has happened to this result since it was first published. Runs and grades are never overwritten: a retest or a re-grade publishes a new result and keeps the earlier one readable.

from the publication record
12 November 2026First publishedQuiz Generation v1

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Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/quiz-generation/results/pdf-to-quiz/learning-goal-quiz · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-17

The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.

Verify the proof files

These files support this result. Open a file to inspect the original evidence.

Input · Document (PDF) ↗application/pdf · 265 KB
Proof 2 · Screenshot ↗image/png · 531 KB
Proof 3 · Screenshot ↗image/png · 99 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)220bc6e2dc7e6824ee5bb81ff8f24b17c234c2eb1463835468fdc77a602c3dff
Proof 1 · Screen recording89ca66f9075cde48d446854b34db64a24f6bade9f9f56589b33c22e73778bc27
Proof 2 · Screenshotb5d962077a55ec5fc6815c782397f5e7f2f32aee8d3f26f84fe22dacc14e5a9d
Configuration · Screenshot318147a510e87007e3a326d8b9b2c37e961712fac89f0a2d5519527e575ad992
Proof 3 · Screenshotbb01b0b88c678d613c59387c1be7a340762e7efa22a8139d01bdbe86c24b53bd