A summary can be persuasive without being true. It can flatten uncertainty, erase contradictions, and leave no path back to the page that justified the claim.
Evidence-first systems keep the source attached. That is slower than a fluent paragraph. It is also closer to how serious work actually holds up under scrutiny.
What survives summarization
Andosho treats citations, timelines, and page-aware references as first-class outputs—not decorations after the fact.
When a conclusion can be traced, it can be challenged, corrected, or reused. When it cannot, it is just prose.