Evidence · first-party tested

It preserved source order in at least one bullet-heavy narrative section, but repeatedly flattened headings, signatures, and multi-column layouts so reading order and hierarchy often broke down.

⚠ Struggled🧾 artifact-verifiedTested Jun 20, 2026Upstage AI
The observation

It preserved source order in at least one bullet-heavy narrative section, but repeatedly flattened headings, signatures, and multi-column layouts so reading order and hierarchy often broke down.

Criterion: Reading Order & Structure ·
Query this
get_evidence({
  tool: "upstage-ai"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com