Evidence · first-party tested

The summarizer does not recreate diagrams, tables, conceptual charts, or other visual restructuring, so the output remains text-only even when the source PDF contains visual material.

⚠ Struggled🧾 artifact-verifiedTested Mar 2, 2026GPAI
Output — unretouched
GPAi — Screen recording.mp4
GPAi — Screen recording.mp4
Output — unretouched
GPAI — Input PDF of biology.pdf
GPAI — Input PDF of biology.pdf
The observation

The summarizer does not recreate diagrams, tables, conceptual charts, or other visual restructuring, so the output remains text-only even when the source PDF contains visual material.

Criterion: Summary Output Quality · Scenario: Summarize study material from PDF into exam-ready notes (group: study-material-summarization)
Query this
get_evidence({
  tool: "gpai",
  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