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
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
- input + output shown
- 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◐ MixedThe flashcard set can repeat items occasionally, which the report flags as a quality limitation.NoteGPT✓ WorkedGenerates around 15 MCQs per chapter with instant scoring, explanations for wrong answers, retake support, and a downloadable test format.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✓ WorkedGenerates a large flashcard set for active recall; the report states it created 60+ flashcards from a 13-page PDF and supports click-to-reveal, editing, definition changes, and adding new cards.
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