Please describe your proposed solution
NuAuth addresses the global trust crisis fueled by AI deepfakes and misinformation, providing a secure and decentralized solution for managing intellectual property (IP). Scams that use AI for the purpose of deception have already cost victims millions of dollars and the spread of fake content continues to proliferate. A whopping 90% of online content is expected to be AI-generated by 2026 and providing individuals with a method for verifying the authenticity of digital content is essential.
Leveraging Cardano’s Partner Chain Stack and Midnight’s Zero-Knowledge (ZK) capabilities, NuAuth ensures tamper-proof IP registration, automated licensing, and seamless revenue sharing. It empowers creators, media organizations, and AI developers by offering real-time content verification, privacy protection, and scalability across industries like digital media, gaming, and AI.
We also won first prize at the Midnight Hackathon at Rare Evo for NuAuth -
https://x.com/nucastio/status/1824983712913633446?s=46&t=ViPsv-qfsWrzHwVx49F2tQ
The Need for NuAuth
A study by the University of Oxford found that fake news can influence elections immensely, with 35% of Americans admitting to changing their vote based on fake news they encountered.
Fake News Statistics:
- Approximately 62% of online information could be false.
- 23% of surveyed Americans admitted to sharing a fake news story.
- 9 out of 10 American adults fact-check their news.
- 45% of UK adults report coming across a fake news item daily.
- On average, 40% of content shared on social media platforms is false.
- 80% of adults in the U.S. alone have consumed fake news at one time or another.
- 86% of global citizens have been exposed to fake news.
References:
<https://www.weforum.org/publications/global-risks-report-2024/>
<https://www.mcafee.com/blogs/internet-security/hallucinating-headlines-the-ai-powered-rise-of-fake-news/>
<https://economictimes.indiatimes.com/news/india/ai-and-deepfakes-unveiling-the-dark-side-of-election-campaigns-in-india/articleshow/110169142.cms?from=mdr>
<https://www.livescience.com/technology/artificial-intelligence/ai-models-trained-on-ai-generated-data-could-spiral-into-unintelligible-nonsense-scientists-warn>
<https://www.cs.ox.ac.uk/news/2356-full.html>
<https://www.statista.com/topics/8897/fake-news-in-the-uk/>
<https://www.demandsage.com/fake-news-statistics/>
<https://redline.digital/fake-news-statistics/>
<https://www.ofcom.org.uk/media-use-and-attitudes/attitudes-to-news/one-in-three-internet-users-fail-to-question-misinformation/>
Key Components:
- Decentralized IP Repository
- Creators can securely register their content on a decentralized platform, ensuring a tamper-proof, immutable record of ownership and creation. NuAuth stamps every piece of content at the origin, providing indisputable proof of authenticity for both AI-generated and human-created data.
- Automated Licensing and Revenue Sharing
- Through smart contracts, NuAuth simplifies licensing, automating royalty payments and revenue sharing. This enables creators to license their IP effortlessly, reducing administrative overhead and ensuring timely and transparent payouts.
- NuAuth AI Marketplace
- NuAuth bridges media companies and AI developers, creating a marketplace for verifiable, high-quality, human-generated data. By partnering with media houses, NuAuth unlocks unrealized revenue by licensing their archives for AI training while ensuring the authenticity of the data used.
- Midnight ZK Privacy Layer
- With Midnight’s Attribute-Based Encryption (ABE), NuAuth protects sensitive IP by ensuring that only authorized parties can access the content. This layer guarantees confidentiality without compromising the transparency of content ownership and usage rights.
- Scalability and Modularity
NuAuth is built on Cardano’s Partner Chain framework, providing a flexible, modular system that easily integrates new content types and supports scalability across various media formats, including prose, images, video, gaming, and more.
Why AI Companies Need NuAuth:
AI models are vulnerable to degradation when trained on fake data. Research shows that even 10% synthetic data can severely impact model accuracy, leading to what experts call "AI self-destruction." NuAuth protects AI companies by ensuring access to verified, high-quality human-generated data, preserving model integrity and preventing the long-term erosion of AI reliability.
Key Benefits:
- For Creators: Secure control over IP, automated payments, and new revenue streams through verified licensing.
- For Media Organizations: Simplified IP management with real-time tracking and transparent revenue sharing.
- For AI Developers: Access to verified data, ensuring AI models are trained on reliable, authentic content to maintain accuracy.
For End Users: Enhanced trust in the content they consume, with guaranteed privacy and authenticity.
Use Cases:
- Content Creators & Artists: Ensure ownership and monetize their work with automated licensing.
- Generative AI Content: Protect IP rights for AI-generated content and ensure fair compensation.
- Gaming & Digital Media: Track and license in-game content and user-generated assets seamlessly.
- Collaborative Media Production: Enable derivative works with clear licensing and revenue distribution.
NuAuth’s Role in the Cardano Ecosystem:
NuAuth is a critical piece of infrastructure for managing digital assets in a decentralized world. By providing secure content registration, automated revenue sharing, and advanced privacy protection it empowers creators, media organizations, and AI companies. NuAuth strengthens Cardano’s position across key industries like digital media, gaming, and generative AI, showcasing the power of its scalability and security.
NuAuth fosters a new era of trusted IP management, where innovation is rewarded, content is protected, and authenticity is guaranteed.