Facial Expression Fidelity
Analyzes micro-expressions and natural facial movement patterns that synthetic generators often fail to reproduce with full accuracy.
AI-generated news broadcasts and fake press conferences are undermining public trust. Verify video footage before it spreads.
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Understanding the Threat
Fabricated news clips follow a distribution pipeline designed to maximize reach before fact-checkers can respond.
Creators harvest real footage of anchors, politicians, and public figures from TV broadcasts and press events to build convincing synthetic replicas.
Using AI video generation and face-swap tools, they produce clips showing public figures saying things they never said or events that never occurred.
Clips are posted to social media with misleading captions, often timed to coincide with real news events to maximize confusion and sharing.
Bot networks and unwitting users share the clips widely. By the time fact-checkers debunk the content, millions of views have accumulated.
Detection Technology
Our system examines broadcast-specific artifacts that distinguish genuine footage from AI-fabricated content.
Analyzes micro-expressions and natural facial movement patterns that synthetic generators often fail to reproduce with full accuracy.
Checks for mismatches between speech sounds and mouth movements, a common artifact in voice-cloned or dubbed synthetic news clips.
Examines cuts, camera angle changes, and background consistency across frames to detect anomalies introduced by AI generation.
Identifies re-encoding signatures and generation artifacts in the video bitstream that indicate synthetic origin or post-processing manipulation.
Why It Matters
Synthetic news footage poses a direct threat to democratic discourse and market stability. AI-generated clips of political figures have circulated during elections in multiple countries. A fabricated video showing a fake Pentagon explosion briefly moved financial markets in 2023, demonstrating how synthetic media can cause real-world economic damage within minutes of publication.
Step-by-Step Guide
Follow these steps when a video clip seems too shocking, too convenient, or cannot be traced to a credible source.
Download the suspicious video clip from social media or the website where you found it.
Use your browser download function or a screen recording if direct download is not available. Preserve the original quality when possible.
Submit the clip to our detector for comprehensive AI analysis.
Our system examines visual, audio, temporal, and encoding signals simultaneously to determine if the footage is synthetic.
Check whether established news outlets are reporting the same event with their own sourced footage.
Fabricated clips often circulate without any corroborating coverage from wire services like AP, Reuters, or AFP.
If detection flags the clip as likely synthetic, report it to the platform and avoid sharing.
Most platforms have dedicated reporting flows for manipulated media. Adding context about the detection result helps moderators act faster.
Our tool detects AI-generated and face-swapped video content from major generators. It analyzes visual, audio, and temporal signals. Subtle edits such as removing a frame or cropping may require forensic-level analysis beyond AI detection.
Most video clips are analyzed within 30 to 60 seconds depending on length and resolution. This is fast enough to verify before sharing on social media.
Yes, major wire services and broadcasters are increasingly integrating AI detection tools into their editorial workflows. Our tool brings similar capabilities to individual users and smaller newsrooms.
Our system analyzes the audio track as part of the overall assessment. Audio-only deepfakes (synthetic voice without video manipulation) are also flagged when audio analysis detects cloned voice patterns.
Satire is typically labeled and attributed to known comedy sources. AI-generated disinformation is designed to deceive and lacks attribution. If a shocking clip has no clear source and cannot be verified, treat it with caution regardless of intent.
Fraudsters use AI to impersonate executives, colleagues, and family members on live video calls. Verify recordings and clips before acting on urgent requests.
Social Media SafetyFace-swap videos, fake celebrity endorsements, and AI-generated clips flood social media. Verify what you see before you share or believe it.