A rapid-response program needs an evidence trail

When a public-facing system is under pressure, speed is only useful if the team can trace what informed a decision. That is the operating principle behind Lustro’s permanent social-media rapid-response program.

The program uses its disinformation-cluster feed as its sole source of truth. Clusters are reviewed every six hours; high-risk cases need immediate recalibration. For every response, the team preserves source links and a decision log.

That discipline matters when choosing what to publish. A correction, prebunk, or piece of restrained satire is selected using documented harm, audience, evidence quality, and spread potential, not engagement alone. The boundary is equally important: responses must not repeat unverified claims or conduct political persuasion.

Publication is another reliability check. Drafts must be native to their channels and meet each platform’s length and validation requirements before they go live. A response without a preserved, reviewable source link and decision record does not pass.

The intended outcomes are reduced reach and credibility of organized disinformation, where those effects can be measured, and verified volunteer signups. The program also tracks the share of published responses with preserved source links and decision logs. Those are measures to assess, not results to assume.

For engineers and builders accustomed to incident response, the useful question is whether a fast public response remains traceable under pressure. Lustro’s model puts that question at the center of the work.

Related research: Jakub Sikora authored “Cross-Lingual Information Diffusion and Temporal Alignment: Russian State Media and Polish Outlets”, published under the ProjektLustro.eu Open Research Initiative. Learn more about the project or volunteer at ProjektLustro.eu.