{"observation":{"id":"293ad598-b680-42fb-b8f9-3c17df93de22","tool":"gpai","tool_name":"GPAI","criterion":"summary-output-quality","criterion_name":"Summary Output Quality","criterion_definition":"How well the tool turns source material into structured, exam-ready summaries instead of plain paragraph compression.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"The main job here is producing structured, exam-ready notes rather than generic compression, so summary quality directly determines whether the tool succeeds. (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":"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.","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/293ad598-b680-42fb-b8f9-3c17df93de22","api_url":"https://ai.aidemos.com/v1/observations/293ad598-b680-42fb-b8f9-3c17df93de22"},"peers":[{"id":"485c214e-dd91-49d7-903c-529e96c365a1","tool":"notebooklm","tool_name":"NotebookLM","verdict":"worked","score":null,"score_total":null,"note":"Transforms 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.","artifact_count":3,"thumbnail":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-biology-chapter-input-4a0d2c7b839f.pdf","evidence_url":"https://aidemos.com/evidence/485c214e-dd91-49d7-903c-529e96c365a1"},{"id":"bb576835-07d4-41a7-974c-09fd18ec10b6","tool":"notegpt","tool_name":"NoteGPT","verdict":"worked","score":null,"score_total":null,"note":"Organizes dense content into section-wise AI Notes; the report says the 36-page chapter was divided into 4 major sections.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-ai-notes-output-11b1e2e6af30.png","evidence_url":"https://aidemos.com/evidence/bb576835-07d4-41a7-974c-09fd18ec10b6"},{"id":"41678cd8-af4a-4aef-a389-84814b57825a","tool":"studyfetch","tool_name":"StudyFetch","verdict":"worked","score":null,"score_total":null,"note":"The tool offers Standard, Detailed, and Comprehensive summary modes, and Comprehensive explicitly adds tables plus a structured breakdown for maximum structure and full clarity.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/studyfetch-studyfetch-summary-modes-output-5149362a2ed6.webp","evidence_url":"https://aidemos.com/evidence/41678cd8-af4a-4aef-a389-84814b57825a"},{"id":"43a03365-6fad-4747-9120-fe6689b7e4ea","tool":"youlearn-ai","tool_name":"YouLearn AI","verdict":"worked","score":null,"score_total":null,"note":"Produces exam-oriented summaries in structured and tabular form, and its cheat-sheet mode extracts key terms, core definitions, essential highlights, and flowchart-style explanations.","artifact_count":3,"thumbnail":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-biology-chapter-input-4a0d2c7b839f.pdf","evidence_url":"https://aidemos.com/evidence/43a03365-6fad-4747-9120-fe6689b7e4ea"}],"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":"0355c80f-39d7-445b-963c-8167ccabf600","criterion":"study-material-handling","criterion_name":"Study Material Handling","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Processes long academic chapter PDFs above 40 pages without requiring manual splitting.","artifact_count":0,"evidence_url":"https://aidemos.com/evidence/0355c80f-39d7-445b-963c-8167ccabf600"},{"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":"485c214e-dd91-49d7-903c-529e96c365a1","tool":"notebooklm","tool_name":"NotebookLM","verdict":"worked","score":null,"score_total":null,"note":"Transforms 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."},{"id":"bb576835-07d4-41a7-974c-09fd18ec10b6","tool":"notegpt","tool_name":"NoteGPT","verdict":"worked","score":null,"score_total":null,"note":"Organizes dense content into section-wise AI Notes; the report says the 36-page chapter was divided into 4 major sections."},{"id":"41678cd8-af4a-4aef-a389-84814b57825a","tool":"studyfetch","tool_name":"StudyFetch","verdict":"worked","score":null,"score_total":null,"note":"The tool offers Standard, Detailed, and Comprehensive summary modes, and Comprehensive explicitly adds tables plus a structured breakdown for maximum structure and full clarity."},{"id":"43a03365-6fad-4747-9120-fe6689b7e4ea","tool":"youlearn-ai","tool_name":"YouLearn AI","verdict":"worked","score":null,"score_total":null,"note":"Produces exam-oriented summaries in structured and tabular form, and its cheat-sheet mode extracts key terms, core definitions, essential highlights, and flowchart-style explanations."}]}