{"observation":{"id":"0355c80f-39d7-445b-963c-8167ccabf600","tool":"gpai","tool_name":"GPAI","criterion":"study-material-handling","criterion_name":"Study Material Handling","criterion_definition":"How well the tool accepts and processes study PDFs, including full or long documents without manual splitting.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"A tool has to reliably accept and process full study PDFs, including long documents, or it cannot do the core revision-note job without manual work. (3 of 3 judges)","scenario":"long-academic-chapter-pdf-for-exam-ready-notes","scenario_name":"Long academic chapter PDF for exam-ready notes","group_tag":null,"scenario_description":"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.","modality":"pdf","input_text":null,"input_artifact_refs":[],"stresses":["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"],"verdict":"worked","score":null,"score_total":null,"note":"Processes long academic chapter PDFs above 40 pages without requiring manual splitting.","evidence_state":"observed","source":null,"artifacts":[],"run_id":"17ca9a9c-03d4-402e-b34d-2ea8078316be","study_title":"Turn Academic PDFs Into Exam-Ready Revision Notes Using AI","study_kind":"generation","research_task":"86b8anp1v","tested_at":null,"completeness":"no-artifact","input":{"state":"not-captured","text":null,"files":[],"modality":"pdf","stresses":["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"]},"tool_page_slug":"gpai","tool_url":"https://aidemos.com/tools/gpai","permalink":"https://aidemos.com/evidence/0355c80f-39d7-445b-963c-8167ccabf600","api_url":"https://ai.aidemos.com/v1/observations/0355c80f-39d7-445b-963c-8167ccabf600"},"peers":[{"id":"19c621f4-f999-489c-93a4-96f9a32c5193","tool":"notebooklm","tool_name":"NotebookLM","verdict":"worked","score":null,"score_total":null,"note":"Processed 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.","artifact_count":0,"thumbnail":null,"evidence_url":"https://aidemos.com/evidence/19c621f4-f999-489c-93a4-96f9a32c5193"},{"id":"95490ec7-ed18-4c60-a4dd-16a9af769372","tool":"notegpt","tool_name":"NoteGPT","verdict":"worked","score":null,"score_total":null,"note":"Processes a long study PDF end-to-end in one upload without manual splitting; the report says the 36-page Biology chapter was handled as a single document.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-biology-chapter-input-4a0d2c7b839f.pdf","evidence_url":"https://aidemos.com/evidence/95490ec7-ed18-4c60-a4dd-16a9af769372"},{"id":"c612f135-fd2c-4087-a2ed-ee0a8f7a1358","tool":"studyfetch","tool_name":"StudyFetch","verdict":"mixed","score":null,"score_total":null,"note":"The report says the workflow is focused primarily on PDF input and shows no visible indication of multi-source integration or multi-PDF merging.","artifact_count":0,"thumbnail":null,"evidence_url":"https://aidemos.com/evidence/c612f135-fd2c-4087-a2ed-ee0a8f7a1358"},{"id":"a67c84a4-d394-486c-9d81-a3923b2c8459","tool":"youlearn-ai","tool_name":"YouLearn AI","verdict":"worked","score":null,"score_total":null,"note":"Accepts a PDF upload and processes a long chapter into multiple revision outputs; the report says a 13-page document produced summaries, flashcards, and quizzes after drag-and-drop upload.","artifact_count":4,"thumbnail":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-biology-chapter-input-4a0d2c7b839f.pdf","evidence_url":"https://aidemos.com/evidence/a67c84a4-d394-486c-9d81-a3923b2c8459"}],"other_criteria":[{"id":"7831c7a6-e72f-457e-93a2-048598b8a38a","criterion":"active-recall-support","criterion_name":"Active Recall Support","rank_role":"decisive","verdict":"mixed","score":null,"score_total":null,"note":"Generates flashcards in question-answer form with hints, but the tested chapter produced only 15 cards.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/7831c7a6-e72f-457e-93a2-048598b8a38a"},{"id":"94c4968e-a618-4f57-bb96-65e3d6daa7f2","criterion":"active-recall-support","criterion_name":"Active Recall Support","rank_role":"decisive","verdict":"mixed","score":null,"score_total":null,"note":"Generates MCQ quizzes with a hint control and an explanation section; the tested chapter produced 8 questions.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/94c4968e-a618-4f57-bb96-65e3d6daa7f2"},{"id":"293ad598-b680-42fb-b8f9-3c17df93de22","criterion":"summary-output-quality","criterion_name":"Summary Output Quality","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Does not recreate diagrams or tables in the summary output, so the result stays text-only even when the source material has visual structure.","artifact_count":0,"evidence_url":"https://aidemos.com/evidence/293ad598-b680-42fb-b8f9-3c17df93de22"},{"id":"497f3196-5cc2-4d7b-8658-bbac225e2665","criterion":"summary-output-quality","criterion_name":"Summary Output Quality","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Converts dense chapter content into structured exam notes with bullet points, bold topic headings, and section separation instead of plain paragraph compression.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/497f3196-5cc2-4d7b-8658-bbac225e2665"},{"id":"acdd058e-a93e-4fb4-a3f0-5f32f16c97f4","criterion":"traceability-transparency","criterion_name":"Traceability & Transparency","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"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.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/acdd058e-a93e-4fb4-a3f0-5f32f16c97f4"}],"appears_in":[{"page_type":"ranking","slug":"pdf-to-revision-notes","title":"Best AI Tools to Turn Academic PDFs Into Exam-Ready Revision Notes","url":"https://aidemos.com/best/pdf-to-revision-notes","binding":"run"},{"page_type":"ranking","slug":"pdf-to-study-notes","title":"Best AI Tools to Turn Academic PDFs Into Exam-Ready Revision Notes","url":"https://aidemos.com/best/pdf-to-study-notes","binding":"run"},{"page_type":"tool","slug":"notebooklm","title":null,"url":"https://aidemos.com/tools/notebooklm","binding":"run"},{"page_type":"use-case","slug":"turn-academic-pdfs-into-revision-notes","title":"Turn Academic PDFs Into Exam-Ready Revision Notes Using AI","url":"https://aidemos.com/use-cases/turn-academic-pdfs-into-revision-notes","binding":"study"}],"same_scenario":[{"id":"19c621f4-f999-489c-93a4-96f9a32c5193","tool":"notebooklm","tool_name":"NotebookLM","verdict":"worked","score":null,"score_total":null,"note":"Processed 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."},{"id":"95490ec7-ed18-4c60-a4dd-16a9af769372","tool":"notegpt","tool_name":"NoteGPT","verdict":"worked","score":null,"score_total":null,"note":"Processes a long study PDF end-to-end in one upload without manual splitting; the report says the 36-page Biology chapter was handled as a single document."},{"id":"c612f135-fd2c-4087-a2ed-ee0a8f7a1358","tool":"studyfetch","tool_name":"StudyFetch","verdict":"mixed","score":null,"score_total":null,"note":"The report says the workflow is focused primarily on PDF input and shows no visible indication of multi-source integration or multi-PDF merging."},{"id":"a67c84a4-d394-486c-9d81-a3923b2c8459","tool":"youlearn-ai","tool_name":"YouLearn AI","verdict":"worked","score":null,"score_total":null,"note":"Accepts a PDF upload and processes a long chapter into multiple revision outputs; the report says a 13-page document produced summaries, flashcards, and quizzes after drag-and-drop upload."}]}