When Arivu Does Not Have Enough Evidence, It Says Less

Sun, 12 Jul 2026 00:00:00 +0000

Saving something and understanding it are different events. A selected passage may contain exactly the evidence you need. A full article may provide enough context for a careful summary. A page that returned only a title, a login prompt, or incomplete text may provide almost nothing.

Arivu now treats those cases differently. Generated knowledge must be grounded in selected text or source evidence. When there is not enough evidence, Arivu can leave the generated output empty instead of turning a fragment into a confident-sounding claim.

Knowledge Quality on Arivu

When Arivu Does Not Have Enough Evidence, It Says Less