Links 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.
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, 7 other criteria
Active Recall Support⚠ StruggledQuiz volume is low for a full chapter: the report says around 10–12 MCQs were generated and that this is insufficient for exam prep at chapter scale.Active Recall Support◐ MixedThe flashcard set can repeat items occasionally, which the report flags as a quality limitation.Active Recall Support✓ WorkedProduces a 12-question multiple-choice quiz with immediate correctness feedback and explanations; the UI shows 1/12 and the correct option is marked in green.Active Recall Support✓ 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.Study Material Handling✓ WorkedProcessed a 36-page academic PDF end-to-end and began generating multiple output formats simultaneously, showing it can ingest a long study chapter without manual splitting.Summary Output Quality◐ MixedThe table output is selective rather than exhaustive: the report says it covers only selected parts of the chapter and does not comprehensively cover the whole chapter.Summary Output Quality✓ WorkedTransforms source material into a structured revision table with explicit fields for gland, secretion, site of action, enzymes, food acted upon, end product, and source, rather than only compressing into paragraphs.
Provenance
- Observation
- 9e801f4f-5fa3-410c-a047-148484fbd826
- 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: "notebooklm"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, same check — 4 other tools
measured on Traceability & Transparency
GPAI✓ 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.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