Links 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.
What was measured
Traceability & Transparency
How clearly the tool links generated notes back to the original source so users can verify the summary.
context, not decisivetransformation
Source linking and transparency are important for checking notes against the PDF, but a weaker result does not by itself mean the tool fails to generate revision notes. (2 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, 5 other criteria
Active Recall Support◐ MixedGenerates flashcards in question-answer form with hints, but the tested chapter produced only 15 cards.Active Recall Support◐ MixedGenerates MCQ quizzes with a hint control and an explanation section; the tested chapter produced 8 questions.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.
Provenance
- Observation
- acdd058e-a93e-4fb4-a3f0-5f32f16c97f4
- 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 Traceability & Transparency
NotebookLM✓ WorkedLinks generated notes back to the source with numbered citations like [1], and the report says those references jump to the exact page and paragraph in the original PDF.NoteGPT✗ FailedDoes not provide click-through source mapping from a summary point back to the original PDF, so users cannot jump from a note to its source section.StudyFetch✓ WorkedThe report says AI chat can connect answers to the specific section of the uploaded material, which improves confidence in the explanation.YouLearn AI✓ WorkedThe quiz flow also preserves traceability by letting learners jump back to the relevant source page through the "Don't know" path.
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