content provenance
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
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
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
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
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 combines Cardano blockchain with AI agents to solve trust, payment, and identity verification challenges in the emerging autonomous agent economy.