ISW: Russian forces use AI video to fabricate Donbas gains

Synthetic Flag Raisings Mask Stagnant Frontlines

Some Russian military units are utilizing AI-generated video footage to prove to commanders that they have achieved their goals, bnr.nl reported.

The Institute for the Study of War (ISW) identified the video campaign as part of a broader Kremlin propaganda effort aimed at convincing Western nations that Ukraine’s defense is a lost cause. Research indicates, however, that Russian forces in the Donbas have actually been pushed back over the past several months. Verified observations show no substantial Russian advance in Ukraine for a significant period.

Geographic Realities Undermine Ministry Claims

The fabricated media frequently portrays events far from active engagement zones. In one recent instance, Russian forces disseminated a video depicting soldiers hoisting a flag in Petrivka.

That location sits at least ten kilometers behind the active front line in Ukrainian-controlled territory. Despite the geographic reality, the Russian Ministry of Defence utilized the recordings to formally claim the capture of both Petrivka and Novotroitske.

Institutional Pressure Drives Field Fabrications

Beyond external messaging directed at Western capitals, researchers suspect the AI-altered footage serves an internal purpose. The ISW analysis suggests that a pervasive institutional pressure to report only success drives individual units and military bloggers to fabricate evidence of compliance.

Some field units use AI imagery to convince superior commanders that assigned objectives have been met. The Russian Ministry of Defence routinely embraces these submissions without verification.

Exploiting the Disconnect on the Battlefield

This dynamic creates vulnerabilities within military operations. Under an ongoing Ukrainian operation designated Operate Vivaldi, forces pushed Russian troops back eastward from Lyman over the preceding month.

Ukrainian commanders capitalized on the internal disconnect, exploiting false operational claims circulating within the opposing command structure to achieve tactical surprise.