Brinker launches intent-based deepfake detection using Malicious Intent Probability metric as volume surpasses forensic capacity

Intelligence platform Brinker launched an intent-based deepfake detection capability on 29 April 2026, introducing a Malicious Intent Probability metric designed to determine whether manipulated content is being used to harm a community, brand or organisation. Unlike conventional tools relying on digital image forensics alone, the system evaluates content across sentiment, alignment with risk scenarios, coherence, context and corroboration by reliable sources. The launch references a Europol projection that by end of 2026, up to 90 per cent of online content could be manipulated, making binary forensic detection insufficient as a standalone approach. Brinker combines agentic OSINT investigation with pre-legal action capabilities including content removal and counter-narrative deployment. For law enforcement, the intent-based approach addresses the operational problem that deepfake volume will shortly exceed the capacity of forensic review, requiring triage by likely harm rather than detection accuracy alone.