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Graded 4 November 2026

Can Edcafe AI give feedback on a clearly wrong learner answer?

Edcafe AI passed this scenario. The learner-facing feedback said the answer was incorrect, gave the rule that current stays the same in a series circuit, and addressed the stated misunderstanding rather than only showing the 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.

Feedback on a recognizable misunderstandingPassEvidence
What we sent

“The current gets smaller after each lamp, because each lamp uses up some of the current, so the last point has the least.”

What the tool returned

Response to input 1 (message 1 of 2) Your answer suggests current decreases after each lamp, which is incorrect; in a series circuit, current remains the same throughout. Revisiting this concept will help clarify the continuous nature of current in series. Response to input 1 (message 2 of 2) Good Understanding with Minor Errors

Transcribed from Proof 2 · Screenshot

Transcribed from Proof 4 · Screenshot

Expected vs. Found
✓Expected: Explain why the response is wrong, give the correct idea, and address the learner's misunderstanding rather than only the answer.Found: It named the learner's claim as incorrect, said current stays the same in a series circuit, and responded to that misconception instead of only showing the answer.
Supporting proof
Proof 1Screenshot
Teacher screenshot: stored model answer for question 3
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Proof 2Screenshot
Learner review screenshot: wrong answer and feedback
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Proof 3Screen recording
Screen recording: the learner attempt and per-question feedback
Key moments
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Proof 4Screenshot
Learner result screenshot: overall card and first question feedback
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Proof 5Screenshot
Teacher report screenshot: attempt summary and submissions table
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Why this result

It is a Pass, not a Fail: the feedback says the claim is wrong, gives the series-circuit rule, and addresses the learner's misconception.

Also observed in this test case

Score and summary. The teacher report shows 0% average score and no per-question score, while the same attempt is summarised as having minor errors.

Weakness noted. The result card says the learner still had areas to improve, including current behavior in series circuits.

Tested by Aditya Nichite · evidence dated 31 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
Edcafe AI
Build or version
Not exposed by the hosted product
Surface
Web app
Set up before the run
A valid short-answer quiz with stored model answers and one clearly wrong learner response was used on default settings through the normal learner-facing path.
Quiz type
10-question Short Answer quiz
Learner identity
Learner C
Tested
31 October 2026 · Aditya Nichite

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

This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.

LevelNameScope
BenchmarkQuiz Generation →15 scenarios · 10 tools
CapabilityAnswer Feedback →
ScenarioThe learner gives a clearly wrong answer →
ToolEdcafe AI →

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
6 November 2026First publishedQuiz Generation v1

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This matches what I see

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Vendor notice →
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/edcafe-ai/the-learner-gives-a-clearly-wrong-answer · 1 pass · 0 fail · coverage 1/1 · graded 2026-11-04

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.

Proof 1 · Screenshot ↗image/png · 346 KB
Proof 2 · Screenshot ↗image/png · 335 KB
Proof 4 · Screenshot ↗image/png · 358 KB
Proof 5 · Screenshot ↗image/png · 310 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot2c9d3f2c975ed1f531844f026334855dae1202f8d86c358ade1b09f90665a993
Proof 2 · Screenshotd26f40dbdcd44d82eeedef55936417b82633a8a751ef227fdf884a99e4a039a0
Proof 3 · Screen recording013299419ee5783fd7c97811119eb81c2246f2d3de573c046e38d65bfe413fb4
Proof 4 · Screenshot1a953c3bd10981507904d1ac63a3406573c8ac7b836519501cdd8f28273dad3b
Proof 5 · Screenshotb04b2a159205e87886f354237cae658d15a0c783efd285df9c25ccbb6e2e9155