Generates flashcards in question-answer form with hints, but the tested chapter produced only 15 cards.
What was measured
Active Recall Support
How well the tool generates flashcards, quizzes, or other self-testing material for revision.
decisive for this rankingtransformation
Exam-ready revision notes are not just summaries; generating flashcards, quizzes, or other self-test material is part of the core study outcome. (3 of 3 judges)
What was given, what came back
Test input: Long academic chapter PDF for exam-ready notes · pdf
Input — what we sent
Input not captured
This run recorded no prompt or input file for the test, so we cannot show you what produced the result below. Capture gaps are tracked, not hidden.
A long academic chapter PDF used to test whether tools can turn dense study material into structured, exam-ready revision notes with source traceability and active recall support.
Why this input is hard
- · Long-document PDF processing
- · Structured summarization into bullets/tables/sections
- · Preserving academic clarity and key concepts
- · Generating flashcards and quiz questions
- · Source verification and jump-to-source traceability
- · Revision-friendly formatting and workflow support
Output — unretouched
Also checked on this input — same tool, 4 other criteria
Study Material Handling✓ WorkedProcesses long academic chapter PDFs above 40 pages without requiring manual splitting.Summary Output Quality✗ FailedDoes not recreate diagrams or tables in the summary output, so the result stays text-only even when the source material has visual structure.Summary Output Quality✓ WorkedConverts dense chapter content into structured exam notes with bullet points, bold topic headings, and section separation instead of plain paragraph compression.Traceability & Transparency✓ WorkedLinks summary sections back to exact source pages, with visible page references such as p.2, p.7, and p.11 and a one-click jump-to-source workflow.
Provenance
- Observation
- 7831c7a6-e72f-457e-93a2-048598b8a38a
- Evidence run
- 17ca9a9c-03d4-402e-b34d-2ea8078316be
- Study
- Turn Academic PDFs Into Exam-Ready Revision Notes Using AI
- Research task
- 86b8anp1v
- Tested at
- not recorded
- Source
- first-party
- Evidence state
- verified
- Proof shown
- output only
- Cost / latency
- not captured
- Repeat run
- not captured
- Tester
- not captured
The last three rows are honest blanks, not placeholders — our capture has no field for them yet.
Query this
get_evidence({
tool: "gpai"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, same check — 4 other tools
measured on Active Recall Support
NotebookLM✓ WorkedGenerates a large flashcard deck for active recall; the UI shows 1/70 and the report says the chapter produced 65+ flashcards, with flip navigation, answer reveal, and Good/Bad content feedback.NoteGPT◐ MixedGenerates about 10 flashcards from a 36-page chapter, but the coverage is limited and the Q&A are shown together rather than as interactive flip cards.StudyFetch✓ WorkedThe tool can generate practice questions, quizzes, and additional conceptual prompts through AI chat, although the report does not state a preset quiz count.YouLearn AI◐ MixedQuiz generation is only moderate in volume, which the researcher judged sufficient for quick testing but not enough for full exam prep.
This evidence is published in
From the same study (page rebuilt from a later run)
Real inputs and real outputs, no retouching · every cell queryable via API & MCP · aidemos.com