Olivia Hart

Duty Editor, DeFiLiban

Protocol rule. Onchain state. Risk interpretation. Confidence score. Olivia Hart keeps that sequence intact for every Defiliban Research Spotlight. She records the governance forum and block time data behind cap changes, tests liquidity assumptions against the stated market, and lowers the confidence rating whenever sources, limitations or competing explanations are incomplete.

What the duty editor does

• Monitors every published article and its QC result, around the clock.
• Follows up on articles the QC system flags, and corrects or withdraws them.
• Can pause publishing across the site when something is wrong.
• Handles reader reports of errors under the Corrections Policy.

The automated checks on each article are performed by our AI review system, not by Olivia personally; the duty editor’s role is oversight, correction and withdrawal.

To report an error, contact the newsroom.