deepfake detection
10 Visual and Audio Signs to Detect Deepfakes in 2026
Modern deepfakes are harder to spot than ever. Here are the key visual artifacts, audio glitches, and behavioral cues that reveal synthetic media in 2026.
deepfake detection
AI safety
Research Reveals AI Monitors Show Leniency Bias Toward Own Output
New research exposes a critical flaw in AI safety systems: models tasked with monitoring AI outputs show systematic bias when evaluating content they generated themselves.
deepfake detection
iProov Hits 1M Daily Checks as Deepfake Fraud Escalates
Biometric verification provider iProov now processes over one million identity checks daily as organizations scramble to counter sophisticated deepfake-powered fraud attacks.
deepfake detection
AI Beats Humans at Spotting Deepfake Images, But Not Video
New research reveals a surprising split in deepfake detection: machines outperform humans at identifying synthetic images, while humans maintain an edge in spotting fake videos.
deepfake detection
Deepfake Job Scams Target Recruiters: Detection Guide
Recruiters face rising threats from deepfake technology as scammers use AI-generated video and audio to impersonate candidates during remote interviews, requiring new verification protocols.
voice cloning
AI Voice Deepfake Scams Now Target 1 in 4 Americans
New 'State of the Call 2026' report reveals AI-powered voice deepfake scam calls have reached 25% of Americans, with consumers reporting that scammers are outpacing mobile carrier defenses 2-to-1.
AI Interpretability
The AI Interpretability Crisis: What Black-Box Models Cost Us
Modern AI systems achieve remarkable results but remain fundamentally opaque. The interpretability crisis threatens trust, safety, and accountability across all AI applications.
deepfake detection
DuckDuckGoose Blocks 500K+ Deepfake IDs in Latin America
Dutch deepfake detection firm DuckDuckGoose partners with Latin America's largest identity hub to block over 500,000 synthetic identities, marking a major enterprise deployment of AI-generated fraud prevention.
deepfake detection
Pindrop Brings Voice Deepfake Detection to Healthcare Sector
Voice authentication leader Pindrop expands its AI-powered deepfake detection technology into healthcare, addressing growing synthetic voice fraud threats targeting patient data and medical systems.
deepfake detection
Study: Humans Outperform AI at Detecting Deepfake Videos
New research reveals a surprising detection gap: while machines excel at spotting deepfake images, humans consistently outperform AI systems when identifying synthetic videos.
deepfake detection
Deepfake Interview Fraud Emerges as Critical Enterprise Risk
Enterprises face a growing threat from deepfake-enabled interview fraud, where bad actors use real-time face swapping and voice cloning to impersonate candidates during remote hiring processes.
Content Moderation
ML Sampling + LLM Labeling: A New Framework for Content Moderatio
New research proposes combining ML-assisted sampling with LLM labeling to measure policy-violating content at scale, offering a methodological breakthrough for detecting synthetic media and deepfakes.