Insights & Methodology

Veriq Truth Blog

Deep-dive articles detailing synthetic media detection pipelines, social cognitive biases, and advanced claim extraction.

The Rise of Short-Form Deception: Why Standard Fact-Checking Fails on Reels and Shorts

Short-form videos bypass critical thinking barriers by using first-person perspective shortcuts. Standard web scrapers are blocked by social media CDNs, making client-side WebView extraction the only reliable path to audit reels.

Jun 8, 2026Read Full Article

Deepfakes

Admin1 min read

Decoding Deepfakes: How Synthetic Audio Anomaly Detection Isolates Cloned Voices

Voice cloning technologies have evolved to clone human speech with under three seconds of reference audio. Discover how Veriq AI detects synthetic audio anomalies through neural checks and frequency spectrum analysis.

Jun 2, 2026

Psychology

Admin1 min read

The Psychology of Self-Diagnosis: Navigating Psychiatric Misinformation on TikTok

Therapy-speak and oversimplified checklist videos on TikTok are driving a wave of psychiatric self-diagnosis. We examine the cognitive confirmation bias and medical avoidance trends.

May 25, 2026