Evidence · first-party tested

It attaches numbered source references to learning items and maps them back to the original PDF page and paragraph, enabling direct source verification instead of ungrounded answers.

✓ Worked🧾 artifact-verifiedTested Mar 2, 2026NotebookLM
Output — unretouched
NotebookLM — flashcards.csv
NotebookLM — flashcards.csv
Output — unretouched
NotebookLM — Output summary.png
NotebookLM — Output summary.png
The observation

It attaches numbered source references to learning items and maps them back to the original PDF page and paragraph, enabling direct source verification instead of ungrounded answers.

Criterion: Traceability & Transparency · Scenario: Summarize study material from PDF into exam-ready notes (group: study-material-summarization)
Query this
get_evidence({
  tool: "notebooklm",
  scenario: "study-material-summarization"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com