Deepfake Detection
Deepfake Detection Falls Behind Generative AI Models
Deepfake detection systems are struggling to keep pace with rapidly advancing generative AI models, creating a growing authenticity gap that threatens trust in digital media.
content provenance
AI Detection
Detecting Human-LLM Co-Authored Text Boundaries
New research applies change point detection to identify exactly where human writing ends and LLM-generated text begins in co-authored documents — a critical advance for content authenticity verification.
Spotify
Spotify's New Badge Verifies Artists Aren't AI
Spotify is rolling out a 'Verified by Spotify' badge to help listeners distinguish human-made music from AI-generated tracks, as synthetic audio floods streaming platforms.
deepfakes
Blockchain as a Deepfake Countermeasure: The Case for Digital Tru
As deepfakes grow more convincing, blockchain-based content provenance and verification systems are emerging as a critical layer of digital trust infrastructure.
content provenance
OpenOrigins Advances Capture-Time Provenance Against Deepfakes
OpenOrigins is strengthening its capture-time provenance approach to combat deepfakes and geopolitical misinformation, embedding authenticity verification at the moment of content creation.
digital authenticity
Proving You Didn't Use AI: The New Authenticity Crisis
As AI-generated content floods creative industries, proving that work is genuinely human-made has become a new challenge. The burden of proof is shifting, raising urgent questions about authenticity verification.
EU AI Act
EU AI Act Article 50: Structural Compliance Gaps Found
New research reveals significant structural gaps in EU AI Act Article 50 transparency requirements for AI-generated content, raising questions about enforceability of labeling mandates for deepfakes and synthetic media.
blockchain
AI Meets Blockchain: Technical Framework for Decentralized Authen
New research explores how combining AI and blockchain creates robust systems for digital authenticity, content provenance, and decentralized verification in an era of synthetic media.
LLM Watermarking
ArcMark: Multi-bit LLM Watermarking via Optimal Transport
New research introduces ArcMark, a multi-bit watermarking method for LLMs using optimal transport theory to embed verifiable information in AI-generated text while preserving output quality.
AI Agents
Masumi Network Fuses Blockchain With AI for Agent Trust
Masumi Network combines Cardano blockchain with AI agents to solve trust, payment, and identity verification challenges in the emerging autonomous agent economy.