•Encypher Team
The RAG Copyright Trap: Why Retrieval Is Not Safe Harbor
RAG copyright liability exceeds training risk. The US Copyright Office, two federal rulings, and active litigation confirm retrieval creates fresh infringement at every query.
Encypher Blog
From the Authors of the C2PA Text StandardFrom the Authors of the C2PA Text Standard: Building Infrastructure for the AI Content Economy.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
EU AI Act Content Disclosure: What Publishers Must Know
The EU AI Act's transparency requirements take effect in August 2025. Here's what publishers and content creators need to know about AI-generated content disclosure.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
Model Collapse Is Coming: Why AI Companies Need Verified Training Data
As AI-generated content floods the internet, models trained on synthetic data degrade. Verified human-created content becomes the scarcest and most valuable resource in AI.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
Quote Integrity Verification: Protecting Your Brand from AI Hallucinations
When AI systems claim 'According to the New York Times...' but the quote is wrong, your brand takes the hit. Here's how quote integrity verification protects publisher reputation.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
The Publisher's Guide to AI Content Licensing in 2026
AI companies need your content. Here's how to structure licensing deals that protect your rights, maximize revenue, and position you for the emerging AI content economy.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
Why Text Was the Missing Piece in Content Authenticity
Images have had provenance for years. Video and audio followed. But text—the majority of AI-generated content—had nothing. Here's why that gap existed and how it's finally being closed.
•Erik Svilich
C2PA 2.3 Published: Encypher Authors Text Provenance Standard
The C2PA 2.3 specification is now live, featuring Section A.7 on Embedding Manifests into Unstructured Text, authored by Encypher. This marks a milestone for text authentication.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
Cryptographic Watermarking vs. AI Detection: Why Proof Beats Probability
AI detection tools guess whether content is machine-generated. Cryptographic watermarking proves it. Here's why the difference matters for publishers, educators, and enterprises.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
Content Licensing in 2026: What Publishers and AI Companies Should Expect
The AI content licensing market is maturing fast. Here are our predictions for how the publisher-AI relationship will evolve in 2026—and how to position for success.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
2025 in Review: The Year Content Provenance Became Essential
From landmark court decisions to regulatory milestones, 2025 was the year content provenance moved from concept to critical infrastructure. Here's what happened and what it means.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
California SB 942: AI Transparency Requirements Starting January 2026
California's landmark AI transparency law takes effect January 1, 2026. Here's what companies need to know about content labeling, watermarking requirements, and compliance.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
What Is Willful Copyright Infringement? A Guide for Content Owners
Willful copyright infringement can result in damages up to $150,000 per work. Here's what content owners need to know about proving willfulness and maximizing enforcement leverage.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
The "We Didn't Know" Defense: How AI Companies Avoid Copyright Liability
AI companies claim innocent infringement because they 'didn't know' whose content they scraped. Here's how this defense works—and how publishers can eliminate it.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
The Downstream Distribution Problem: Why Your Content Disappears After Publication
Your content reaches millions through syndication, aggregators, and AI training—but the connection to your organization vanishes. Here's why this matters and what's changing.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
How AI Training Data Scraping Works—And Why Publishers Can't Track It
AI models are trained on billions of web pages, including your content. Here's how the data collection pipeline works and why traditional tracking methods fail.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
What Is C2PA? A Complete Guide to Content Provenance Standards
C2PA is the open standard for proving where digital content comes from. Learn how this coalition of tech giants is building the trust layer for the internet.
•Erik Svilich, Founder & CEO | Encypher | C2PA Text Co-Chair
A Digital Fingerprint: Ending AI’s Billion-Dollar Guessing Game
Encypher embeds invisible metadata to make AI content verifiable, tamper-proof, and trusted by default.
•Encypher Team
Industry Veterans Call New Web Authentication Technology 'Magical' as Content and AI Companies Unite on Universal Standard
Industry veterans hail Encypher's invisible cryptographic text signatures as a breakthrough that solves C2PA's top challenge and unites content and AI companies on a universal authentication standard.
•Encypher Team
The Evidence Crisis in AI Copyright Litigation
Courts are drowning in unreliable AI detection statistics. Cryptographic provenance offers the mathematical certainty judges demand in billion-dollar copyright battles.
•Encypher Team
The AI Copyright Wars Are Here. A Technical Peace Treaty Is the Only Way Forward.
February 2025 marked a turning point in AI's legal landscape. For the first time, a U.S. court explicitly rejected an AI company's fair use defense in Thomson Reuters v. ROSS Intelligence, while the EU AI Act's enforcement deadline triggered global compliance scrambles worth billions.
•Encypher Team
Encypher Joins C2PA Task Force: Advancing Content Provenance for AI-Generated Text
Detailing our commitment to C2PA alignment and achieving verifiable authenticity for non-structured text formats.
•Encypher Team
What If AI Content Came With Built-In Proof of Origin?
Encypher embeds invisible metadata to make AI content verifiable, tamper-proof, and trusted by default.
•Encypher Team
AI Plagiarism Detection Is Broken: Here's How We Fix It
In education and professional writing, a troubling trend has emerged. AI text detection tools are flagging innocent authors for 'using AI' when they haven't.